понедельник, 12 марта 2012 г.

Deploying IVR/IWR to meet customer self-service needs

"Self-service" technology has created a new way for us to live. Today's world surrounds us with high levels of information, technology and purchasing power. Consumers use multiple venues to connect with businesses and purchase products. They want to make those connections on their own time, not just during business hours, and they do not want to spend their valuable time on hold or waiting for assistance. Self-service enhances the relationship with your customers because it allows customers to be in control; to use the media they want, to gain quick access to the information they want, when they want it.

Consumers' expectations from service providers continue to escalate as multifunction, multichannel customer service moves forward. Toll-free numbers and live operators used to be sufficient for all customer service tasks; now customers are asking for more answers, more choices, more hours of business, more speed and more satisfaction. In short, they are demanding more selfservice capabilities. Satisfying these escalating demands can be expensive and inefficient, impacting the ability to stay competitive and build relationships with customers. Business owners and managers find themselves looking for better ways to deliver more while spending less.

Why Use IVR?

Interactive voice response (IVR) and interactive Web response (IWR) products can be the right solution for these demands. IVR and IWR applications are proven systems that can give customers quick access to correct, consistent information that can be easily updated. They can trim caller hold time, automate repetitive or routine calls, handle many transactions per hour, eliminate busy signals, reduce call abandonment, capture caller information, transfer calls, track call duration and call termination points and provide a 24/7 connection to the information and services your customers need.

The Benefits Of Using IVR And IWR

With the use of IVR and IWR products, you are always open for business. This not only strengthens customer loyalty, but it also opens new channels of distribution, creating new opportunities for sales and profits. The holiday sales over the Internet for 1998 set the stage for what the future will bring. E-commerce is estimated to reach the billion dollar mark in 1999.

The ability to handle high transaction volumes and provide easy, secure access to personalized information make IVR/IWR technology a logical and competitive choice for many industries.

Speech recognition (natural speech) is making its way to the front line as well, allowing call centers to do more with less as it becomes integrated into core technology and operation tools. Customers want to use self-service technology. It puts them in the driver's seat. Businesses that respond to this will stay in the competitive environment.

Key Technology

The integration of telephone usage (IVR) and the Internet (IWR) is proving to be a successful way to reach customers. Customer access to multimedia is redefining the way call centers must do business. Figure 1 shows how the integration of IVR and IWR products allows the customer and your company to enter and receive information and services from just one database. This leads to the same answers and the same questions through whichever venue is chosen at the time, reduces maintenance complexity, delivers unified customer service and reduces application time.

No matter where the inquiry comes from, through the telephone or through the Internet, the customer receives access to a shared database layer. This is not only beneficial to the customer, but it is a cost-saving tool for your business.

As technology continues to evolve with speech recognition, multimedia platforms and Internet access, the value of these systems continues to grow. Consumers want data, they want an option to talk to someone, they want to purchase products, they want questions answered, they want a way in and they want a way out. Integration allows for this, helping your company to never miss a business opportunity.

When you make the decision to develop an IVR and/or IWR application, you should first realize that fundamentally, it is the software that makes it work as a package. It is not just a telephone or a computer by itself. With this in mind, you will need to have an understanding of software programming, available software, telephony and networking.

Some of the IVR/IWR capabilities available today are:

* Speech recognition (including the latest technology, natural language processing),

* Fax-on-demand,

* Name and address capture,

* Telephone surveys,

* Dealer locators,

* Market surveys,

* E-commerce, and

* Push-to-talk ("reach me" buttons that transfer Web users to an IVR application or to a live operator call center).

Do-It-Yourself Or Outsource?

Once the decision to develop an IVR/IWR application has been made, the next step is to decide whether you will build it in-house or outsource it.

There are, of course, several factors involved in making this decision. Rapidly advancing technologies, such as speech recognition, the Internet, ecommerce, database functionality and fax-on-demand, can be expensive to develop and maintain. Purchasing, maintaining and managing vendors for some of the necessary equipment, such as VRUs (voice response units), Internet servers, database servers, call routing and telco services, and data transfer services, can become a heavy addition to your budget when brought in-house. It also requires knowledge of the latest technology.

When outsourcing an IVR/IWR application, the outsourced service provider manages the vendor relationships, maintains and updates software and equipment, acts as a single point of contact, offers expert resources in the industry and owns the responsibility of keeping current with the latest technology. This can be beneficial if your company does not have the necessary resources or expertise. When you outsource, you pay for what you need and share the cost of the latest technology with the outsourcer's other customers. When you bring the system in-house, you pay up front, incurring the one-time development cost, then you pay the continuous cost of maintaining the platforms and keeping current with product, software and industry developments.

Items to consider are call volume, application complexity and size, required transcription, fulfillment, data and reporting needs, frequency of script and data changes and level of customer service your company keeps as a standard.

If your application is small, does not expect a large call volume and will not require complex programming, an inhouse solution might be the best choice. If your application does not require a large quantity of transcribed records or product fulfillment, an in-house product will accommodate your needs. Otherwise, using an outsource service provider can offer more cost-effective and efficient customer service solutions.

Another consideration is your company's needs and the level of customer service your company strives to attain. If your customer service is on the top of the list and you want to stay competitive, you might consider a high-end solution, which many times can lead to outsourcing.

The global economy is growing with tremendous speed, placing an enormous amount of pressure on companies that want to stay in the race. Consumers' demands and expectations are significant and require companies to participate in the exploitation of today's technology. To meet these growing demands for 24/7 self-service options with efficiency and without absorbing an expensive increase in staffing, many businesses have opted to use interactive voice and Web response applications.

[Author Affiliation]

Dennis Kyle is director of product marketing for NEXTLINK Interactive. He provides overall product direction for NEXTLINK and develops and manages overall marketing efforts by working closely with NLI sales and operations to successfully develop and deploy new and existing products into the marketplace. Mr. Kyle works directly with NLI clients on marketing and product initiatives as needed.

76ers shoot down Hawks

Ron Anderson scored a season-high 27 points to spark the visitingPhiladelphia 76ers to a 126-121 victory Saturday over the AtlantaHawks.

The 76ers moved within two games of the New Jersey Nets, whohold the eighth and final playoff spot in the Eastern Conference.The Hawks maintained the seventh spot in the Eastern standings.

The 76ers, who have won four of their last five games againstthe Hawks, ended a seven-game losing streak on the road. The loss,meanwhile, was the Hawks' fourth in a row.

Hersey Hawkins, who extended his consecutive free-throw streakto 30, added 23 points and Charles Barkley had 23 points and 14rebounds. Armon Gilliam contributed 22 points on 9-of-11 shooting.

Duane Ferrell had a career-high 27 points to lead the Hawks.Kevin Willis added 20.

Hornets 118, Bullets 109: Kenny Gattison scored 23 points andJohnny Newman, who was back in the lineup after missing 17 games witha broken finger, added 20 as host Charlotte edged Washington.

Larry Johnson and Dell Curry each scored 16 points for theHornets, who shot 54 percent from the field. The Bullets shot just43 percent.

Ledell Eackles scored 30 points for the Bullets, and HarveyGrant led a short-lived comeback by tallying 12 of his 25 points inthe final quarter.

After trailing by as many as 12 points, the Bullets pulledwithin 107-104 when Eackles scored with 3:33 left.

But Gattison and Newman both hit clutch free throws as theHornets regained control at 114-106 with 1:08 to play.

Rockets 110, Magic 101: Vernon Maxwell scored 24 points andHakeem Olajuwon had 22 points, 11 rebounds and eight blocked shots tohelp Houston trip visiting Orlando.

Maxwell made a basket and a three-pointer as the Rockets, whowon their second consecutive game after a six-game skid, took thelead for good after trailing 2-0.

`Project X' has fun with implausibility

Project X (STAR) (STAR) (STAR) Jimmy Matthew Broderick Teri Helen Hunt Dr. Carroll Bill Sadler Robertson Johnny Ray McGhee Sgt. Krieger Jonathan Stark Virgil Willie 20th Century-Fox presents a film directed by Jonathan Kaplan, andproduced by Walter F. Parkes and Lawrence Lasker. Screenplay byStanley Weiser. Photographed by Dean Cundey. Edited by O. NicholasBrown. Music by James Horner. Running time: 108 minutes.Classified PG. At local theaters.

W. C. Fields hated to appear in the same scene with a baby, ananimal or a plunging neckline. He was afraid of being upstaged.Virgil, the gifted chimpanzee in "Project X," does not quite upstageMatthew Broderick, but it's one of the strengths of this movie thathe deserves co-star billing.

We meet Virgil, an African primate, as he's being shipped to America for a career at the University of Wisconsin's psychologydepartment. As played by a charismatic chimp named Willie, he turnsout to be a surprisingly clever little fellow, who picks up signlanguage from his trainer (Helen Hunt). Then his research projectloses its funding, and Virgil is shipped off under mysteriouscircumstances to an Air Force base in Florida, where he will train ona flight simulator.

That's where Broderick comes in. He's a troublemaking would-bepilot who is assigned to the chimp project as punishment. Oncethere, he turns out to be naturally gifted at identifying with theanimals, and after he discovers that Virgil knows sign language, theydevelop a trusting relationship. Then Broderick discovers the secretpurpose of the chimp research: First, the chimps are trained tooperate flight simulators, and then they're exposed to lethal dosesof radiation to find out how that might affect the performance ofhuman pilots during a nuclear war.

There is a large logical flaw in this experiment, and, to give"Project X" fair credit, Broderick himself points it out: Thedifference between chimps and human pilots is that the humans wouldknow they had been exposed to lethal radiation and that knowledgewould affect their performance, but the chimps' behavior wouldn't beaffected.

After the threat to Virgil's life is established, the movieturns into a thriller. Can Virgil be saved? Will Broderick destroyhis career? What would happen if the chimps discovered that theexperiment was designed to kill them? The last third of this moviecontains so many surprises that it would be unfair for me to evenhint at them.

"Project X" is not a great movie because its screenplay doesn'treally try for greatness. It's content to be a well-made,intelligent entertainment aimed primarily, I imagine, at brightteenagers. It works on that level. More complicated issues mighthave confused it. And if the movie had been forced to stay withinthe bounds of what a chimpanzee, even a smart one, can really do, wewould have lost the story's climax, which is a lot of fun butcompletely implausible in the real world.

Chicago keeps radiologists' meeting

The Radiological Society of North America said Tuesday it willkeep its annual convention at McCormick Place through 2004, thanks toconcessions made by the city, the hotel industry and labor unions tomake the convention center more cost-competitive.

The society had said last year that it would move its 2002 and2003 meetings from McCormick Place to the Orlando convention center.

"The RSNA is going to remain right here in Chicago," Mayor Daleysaid Tuesday. "Their decision to stay in Chicago means importantmoney to waiters, cabdrivers, housekeepers, bellhops, retail salespeople as well as the tradespeople in McCormick Place."The society - which brings more than 60,000 attendees and pumps$99 million into Chicago's economy with its annual conference - isthe second major convention group to say it will stay in Chicagoafter threatening to leave for other, cheaper, convention citiesbecause of high labor, hotel and transportation costs in Chicago.McCormick Place - which is the biggest convention center in thecountry and has long dominated convention business - has also facedincreasing competition from other convention cities, particularlyOrlando, Atlanta and Las Vegas."There's really no way to overstate the importance of this toour city," said Jim Reilly, chief executive officer of theMetropolitan Pier and Exposition Authority, which runs McCormickPlace. "It sends a clear message that Chicago is together, has thefacilities and is going to do the job."In October, the International Housewares Show decided to remainin Chicago for five more years after a Sept. 29 agreement among thecity, labor unions and McCormick Place officials that provided anincentive package and union concessions that reduced the show's costsat McCormick Place.The concessions included cheaper rent at McCormick, other costcuts and union concessions on jurisdictions, overtime and allowingsmall exhibitors to put up and take down their own booths.Concurrent hotel commitments included providing more rooms at lowercosts.The radiologists' society, which has held its conventions herefor the last 85 years, said the concessions were the main reason itdecided to keep its show at McCormick Place. The group said addinghotel rooms was of particular concern because registration actuallydeclined for its current meeting, being held now at McCormick Place,because there weren't enough hotel rooms available.The group also said some problems with the Orlando facility,which is being expanded, played a part in the decision to stay.While it is committed to stay in Chicago through 2004, thesociety said it would work with Orlando in the weeks ahead to look atan "an extended program," indicating the group may be willing to headsouth to Orlando some time after 2004.

Tourism awards

The Roman Baths and the Bath Christmas Market have both beenshortlisted for tourism awards.

Both are finalists in South West Tourism Excellence Awards, whichpromote and reward the very best in the industry.

The council-run baths complex, fresh from a Pounds 5.5 millionfacelift, is a finalist in the Large Attraction category, where itfaces competition from Longleat, Castle Drogo in Devon, Bristol Zooand the Eden Project.

The Christmas Market, organised by Bath Tourism Plus, has beenshortlisted in the Tourism Event section, along with the BournemouthAir Festival, the Cornwall Food & Drink Festival, and the CheltenhamLiterature Festival.

The awards are being presented on November 15 in Torquay.

Equipment failure to force shuttle home early

CAPE CANAVERAL, Fla. The space shuttle Atlantis will return toEarth three days early because of malfunctioning navigatingequipment, NASA said Saturday.

Landing was set for 2:58 p.m. Chicago time today at Edwards AirForce Base in California, the National Aeronautics and SpaceAdministration said.

Atlantis was launched from Florida Nov. 24 on what was to havebeen a 10-day mission for the Defense Department.

NASA officials declared a "minimum duration flight" within anhour after the navigating equipment, called an inertial measurementunit or IMU, started to malfunction.

Flight commentator Kari Fluegel said software engineers noticeda "bit error" in the unit, which gives speed and accelerationinformation to the shuttle's computers.

Minutes later, mission managers called the shuttle home.

Atlantis was to have touched down at the Kennedy Space Center inFlorida on Wednesday afternoon. Officials diverted the shuttle tothe desert lakebed at Edwards because they consider it a safer placeto land.

"They're looking at weather, too, so they may delay untilMonday, but the flight rule dictates that they come home," said JackRiley, a NASA spokesman at the Johnson Space Center in Houston.

Each shuttle has three IMUs and is capable of flying with onlyone, but NASA's policy is to end the flight if only two are working.

The IMU had been turned off early in the flight to save power, aroutine practice on long missions. It failed about 14 hours afterthe astronauts turned it on to aid with tests of some other onboardsystems, Fluegel said.

Out of 44 total shuttle flights, this is only the fourth thatNASA has been forced to shorten.

The second mission of Columbia in November, 1981, was cut bythree days because of a power generator failure.

Shuttle Discovery returned a day early in September, 1985, afterhaving cargo problems. And Atlantis landed 90 minutes early inDecember, 1985, to beat bad weather in California.

среда, 7 марта 2012 г.

Construction of the Chinese Learners' Parallel Corpus of Japanese and Its Preliminary Analysis

Abstract: This study aims to introduce the project to construct the Chinese learners' corpus (LC) of Japanese at Dalian University of Technology (DUT), and detail the LC construction, development of DUT Corpus Linguistics Tools, and contribution to the education of Japanese as a second language. The outstanding characteristic of the LC is its parallel form with learners' Japanese texts and their Chinese translation, which enables us to make comprehensive analysis of the influence of Chinese (L1) to Japanese (L2). We have made a preliminary analysis of the errors contained.

Key words: Chinese learners' corpus of japanese; parallel corpus; tagging tool, Sino-Japanese

Recognizing the significance of specifying the learners' first languages as well as the target languages in constructing LC, several L1 and L2-specified LC have been constructed. Especially in China, several projects to construct the Chinese learners corpora of English (Gui & Yang, 2003), including the Chinese portion of International Corpus of Learner English, HKUST Corpus, etcetera are under way (Yang, 2002). Meanwhile, the construction of learners' corpora of Japanese has been carried out mainly in Japan (Ooso & Takizawa, 2003), but their learners' first languages are fairly diversified. Given these backgrounds, this study focuses on the learners' corpus of Japanese written by the Chinese students to clarify the aspects of L1 to L2 interference.

METHODOLOGY

Japanese compositions written by 412 Chinese university students of 3rd or 4th year were collected, which contain about 13,800 sentences. The compositions were of two styles: one narrative and the other expository. Selecting one of the topics: (1) Japanese for Me, (2) My Hometown in Mind, (3) Computers and Language Learning, and (4) Economic Development and Environmental Problems, the students wrote Japanese sentences first, and then translated them into Chinese, so that the parallel learners' corpus could be identified. From a pedagogical point of view, the order of writing Japanese sentences first and then translating them into Chinese is important for avoiding the unexpected transfer from L1. Translation of the compositions is also meaningful for avoiding the misunderstanding of the learners' intended meaning of each sentence, and only this point was explained to the students as the reason for their translation.

All the compositions were handwritten so that we could acquire the data of character errors, especially the use of Simplified Chinese Characters (jiantizi) or the different forms of characters which are not used in Japanese. Digitalizing of this data was undertaken using the following procedure: 1. to separate the whole body of compositions into sentences, 2. to number each sentence with initial 'J' for Japanese and 'C' for Chinese, giving the same number for equivalent sentences, and 3. to save each composition as text files (.txt).

Development of DUT Corpus Linguistics Tools

The next procedure in constructing LC is tagging to attribute the background information of the learners and the error information to each sentence. An original set of tools (DUT Corpus Linguistics Tools) was developed to tag the error information and conduct a preliminary statistical analysis. In the tagging window (Fig.1), we can input the information about learners' basic background and the data concerning each error after selecting the composition files and store them in the database file (.mdb). After completing these processes the XML files (.xml) describing all the information are automatically generated for each composition.

Based on the information stored in the database file, a preliminary statistical analysis (Fig.2) and simple query of errors can be carried out with these tools. We can acquire a general tendency of errors through this analysis and easily retrieve samples of each error type.

Tagging

To carry out the tagging process, we have constructed a preliminary error tagset for Chinese Learners Japanese compositions (Error Tagset for DUT CJLC, ver.2.01). In general, we can think of two ways of constructing the error tagset: one is based on the existing grammatical framework of Japanese (Ooso et al., 1998), and the other is to extract the error types from a certain quantity of samples (Ichikawa 1997, 2000). The former will be applicable for the LC construction with L1-diversified learners, and the latter for the L1-specified learners. Therefore, adopting the latter method, we have analyzed about 80 samples of compositions containing about 1,890 sentences to extract error types specific to Chinese learners of Japanese. The extracted error types and the constructed tagset are shown in Table 1.

As the tagging process has tentatively commenced, the tagset proposed here (ver.2.01) will be revised in future process.

FINDINGS AND DISCUSSION

Through the analysis of samples done for extracting the error types and the preliminary tentative tagging work, we have come across several predominant error types, such as tense and aspect errors, confusion, omission, and addition of the particles, confusion of -ha (topic marker) and -ga (nominative marker), etcetera, among which one of the most significant errors specific to the Chinese learners of Japanese is that of the usage of Sino-lexicon (or Sino-Japanese). Historically speaking, the SinoJapanese lexes were the loan words from Chinese, especially from the Chang'an dialect in the Tang dynasty (618-907), as one of the most important cultural borrowings from China. In the Meiji era (1868-1911), the Japanese invented their own Sino-lexicon (the words formed on the Chinese originated morphemes) for translating the Western cultural items, and some of which were re-borrowed to China and other East Asian countries (Shin, 1994). The point here is that the forms of Sino-lexicon are often identical between modern Japanese and Chinese but their semantic and syntactic usages are not always the same, which cause various types of errors by the Chinese learners of Japanese. As a preliminary consideration, we have analyzed some samples of each linguistic level, and in this section, we focus on the samples of syntactic level and point out the significance of special pedagogical consideration to this problem and the necessity of compiling the educational lexicon of Sino-Japanese.

The typical characteristic of this error type is its correctness in the lexical selection and its error in the syntactic usage. These errors can be categorized into two groups: the first are the errors caused by word-forword translation, and the second, also more important, are those of overlapping the syntactic properties of L1 lexicon to that of L2.

The examples of the former type are as follows: the first line of each example is the form corrected by the Japanese native speaker, the second line is the learners' original writing, and the third line is the learners' own translation into their mother tongue (Chinese). All the examples are transcribed into Latin characters for convenience of printing.

(1) nihongo sonomno -ni kyoomi -o kanzi -nai

Japanese itself DAT1 interest ACC feel NEG

nihongo sonomono -ni *kyoomibukaku -nai

be interested

dui riyu benshenbing bu tai ganxingqu

in Japanese itself at all not so be interested

'not so interested in Japanese itself' [003_017]2

The expression ganxingqu in (1) can be analyzed as the verb gan 'feel' with its complement noun phrase xingqu 'interest', and be translated into Japanese as kyoomi-o (interest-ACC) kanziru (feel). In this case, the noun phrase meaning the object of interest can be marked with -ni, an equivalent to the Chinese dui. However, it is always the case that the whole expression ganxingqu is used to translate the Japanese equivalent expression kyoomibukai 'be interested in.' And the Japanese adjective kyoomibukai takes an argument NP marked with -ga which means the object of interest. In this way, the error occurred by using the adjective with an unaccepted marker -ni which is equivalent to the Chinese dui.

(2) aru teido zibun -no nooryoku -o arawasu

some extent oneself of ability ACC represent

aru *teido ni zibun -no nooryoku -o hyookasuru

to evaluate

zai yiding chengdu -shang daibiao -le ziji de nengli

on some extent above represent PERF oneself of ability

'represent one's ability to some extent' [004_006]

(3) aru teido ... keikoo -ga deteki

tendency NOM appear

aru *teido -de ... keikoo -ga *miidasi

on find out

zai mo zhong chengdu -shang chuxian -le ... qingxiang

on some kind extent above appear PERF ... tendency

'there appeared a tendency ... to some extent' [036_027]

As for (2) and (3), the Japanese expression aru teido 'to some extent' is a noun phrase which is used as an adverbial without being marked by adverbial suffixes (-ni, -de). The learners added -ni and -de to the noun phrase to give equivalents to the Chinese zai.

(4) yuugai-na kagakugenso

harmful chemical element

*yuugai -no kagakugenso

harm of

youhai de huaxueyuansu

harm of chemical element

'harmful chemical elements' [029_016]

(5) zibun -ni yuueki-na hookoo

oneself DAT beneficial direction

zibun -ni *yuueki -no hookoo

benefit of

dui ziji youyi de fangxiang

to oneself benefit of direction

'the direction beneficial to oneself' [037_024]

These examples can also be explained as the errors caused by translating the boldface element de of Chinese to the Japanese equivalent - no, which form the unacceptable Sino-lexicon in standard Japanese.

The second group contains the errors overlapping the syntactic properties of the L1 lexicon to that of L2. To identify the part of speech of each Chinese lexicon, we follow the corpus-based categorization proposed in The Grammatical Knowledge-base of Contemporary Chinese - A Complete Specification (Xiandai Hanyu Yufa Xinxi Cidian Xiangjie) and the word lists of each part of speech given in Hu (2004). Some examples include the misformed na-ending adjectives as follows:

(6) Kintyoo-si tari tadotadosikat tari

be tense^sub (v)^ and falter and

*Kintyoo-ni nat tari tadotadosikat tari

(tense^sub (adj)^) become

jinzhang jieba

tense^sub (adj)^ faltering

'be strained and faltering' [004_007]

(7) keizai -wa sonnani hattatu-site-i -nai

economy TOP not so be progressing^sub (v)^ NEG

keizai -wa sonnani *hattatu-de -wa -nai

(progressive) TOP

jingji haimeiyou fazhan cf. fada

economy not yet progress progressive^sub (adj)^

'not making so much progress in the economy' [011_033]

(8) mainiti zyuuzitu-site ...

everyday fill up

mainiti *zyuuzitu-de ...

(full)

mei yi tian dou guo -de chongshi

everyday all live PCL full

'everyday live a full life' [021_024]

(9) seikoo-suru hito

succeed^sub (v)^ person

*seikoo-na hito

(successful)

chenggong de ren

successful of person

'successful person' [023_022]

In (6) - (9), the correct form of all the examples is the suru-ending verb (kintyoo-suru, hattatu-suru, zyuuzitu-suru, and seikoo-suru). However, in the learners' writing, they are all misformed as na-ending adjectives (*kintyoo-ni, *hattatu-de, *zyuuzitu-de, and *seikoo-na), because of the corresponding Chinese adjectives (jinzhang, fada, chongshi, and chenggong). The following examples are concerned with the argument structure of L1 verbs.

(10) keizai -o hatten-s -aseru tameni

economy ACC develop^sub (vi)^ CAUSE in order to

keizai -o *hatten-suru tameni

develop

weile fazhan jingji

to develop economy

'in order to develop the economy' [011_006]

(11) zinsei -ni kantan-site

life DAT admire

*zinsei -o kantan-site

ACC

gantan ta ... yisheng

admire his ... life

'admire his life ...' [001_018]

(12) watasi -no tisiki sisutemu -o kenzen-ni suru

I of knowledge system ACC sound-DAT make

watasi -no tisiki sisutemu -o *kenzen-suru

(make sound)

jianquan -le wo de zhishi tixi

make sound PERF I of knowledge system

'made my knowledge sound' [015_018]

(13) bukatu -no koto sika kansin -ga nakat -ta

club activity of matter only interest NOM not possess PAST

bukatu -no koto sika *kansin-si -nakat -ta

(be interested in) NEG

zhi guanxin sheduan huodong

only be interested in club activity

'be only interested in club activities' [023_016]

In (10) - (13), all the Chinese equivalents of misformed Japanese lexicon are the verbs which take two arguments, and the internal argument of them is realized as a NP following the verb without any grammatical marker: fazhan 'develop something' in (10), gantan 'admire something/someone' in (11), jianquan 'make something sound' in (12), and guanxin 'be interested in something' in (13). Meanwhile, in the standard Japanese, hatten-suru in (10) is a verb taking only a single nominative argument, kantan-suru in (11) takes a dative NP (NP-ni) as the internal argument, kenzen-na in (12) is a na-ending adjective which must be used in a causative construction to express the intended meaning, and kansin in (13) can only be used as a noun. The correct forms of all these examples are varied this way, but the common characteristic among them is that all of them are misformed as verbs followed by the accusative NPs (NP-o) as the internal arguments. These examples can also be regarded as taking place through the interference of the syntactic property of L1 lexicon, that is, 2-argument verb, to L2.

(14) dokuritu-sita seikatu

be independent^sub (v)^ life

*dokuritu seikatu

independence

duli shenghuo

independence life

'independent life' [017_019]

In (14), both Japanese dokuritu-suru and Chinese duli are verbs with their corresponding noun forms: dokuritu and duli. When forming the compound nouns including these nouns, they can be used as bare nouns like dokuritu kokka and duli guojia 'independent nation.' However, in the case of the compound meaning 'independent life,' the similar construction duli shenghuo is acceptable in the standard Chinese, while dokuritu seikatu is unacceptable in Japanese, the correct form for which is dokuritusita seikatu with the suru-ending verb form.

(15) eien -no kadai

eternity of problem

*eienna kadai

(eternal)

yongyuan de wenti

eternally of problem

'eternal problem' [026_012]

We can suppose several ways to explain this error, among which we can still think about the possibility of L1 interference. Chinese yongyuan is described as an adverb, while the adverb form of Japanese eien-ni cannot be a direct modifier to the noun mondai as in *eien-ni mondai. In this case, we may think of two ways to avoide this problem, one is to give a word-for-word translation as in eien no mondai, and the other is to give an adjective form meaning 'eternal' as in *eien-na mondai. Unfortunately, the learner may have selected the latter way and provided the misformed expression. If this analysis is not the case, another possibility might be the learner's avoidance of word-for-word translation which turned out to give the correct form.

The following are the error samples of logical structure and collocation which can also be analyzed as the interference of Chinese to Japanese. Errors of logical structure can be seen in the following samples.

(16) Shoorai no seikatu-o soozoosuru-no mo tanosii mono dearu.

Future of life-ACC imagine-to also pleasant thing be

*shoorai no seikatu-o soozoosuru-no-ha issyu-no omosirosa da to omou

Future of life-ACC imagine-to-TOP a kind of pleasure be that think

Xiangxiang jianglia de shenghuo ye shi yizhong lequ.

Imagine future of life also be a kind of pleasure

'It is interesting to think about the future.' [005_027]

(17) nihongo-ga daiitini hansyatekini dete kita

Japanese-NOM firstly reflectively have come out

*nihongo-ha daiiti hannoo-ni natta.

Japanese-TOP first reaction-DAT have become

riyu chengwei-le diyi fanying.

Japanese become-PERF first reaction

'Japanese words came out as the first reaction.' [006_018]

The following samples of collocation errors can also be explained from the view point of L1 influence.

(18) kyuusokuna hatten-o toge-ta

Rapid progress-ACC accomplish-PERF

kyuusoku hatten-o *tot-ta

Rapid progress-ACC take-PERF

qude feisu fazhan

acquire rapid progress

'made fast progress' [035_006]

(19) kyodaina sinpo-o toge-te

huge progress-ACC accomplish-and

kyodaina sinpo-ga *tore-te

-NOM can take-and

Qude-le juda de jinbu

acquire-PERF huge of progress

'made huge progress' [036_002]

(20) tekidoni gensoku-o mamori

moderately rule-ACC obey

tekidono gensoku-o *moti

moderate have

Jianchi shidu yuanze

Keep moderate rule

'moderately obey the rules'[036_040]

Most of the examples analyzed so far, especially (6) - (15), can be explained by the lack of learners' attention to the syntactic properties of Sino-Japanese lexicon. Several course books and materials on the SinoJapanese lexicon, especially designed for Chinese learners, have been published so far (Peng 2003, Wu 1999, Qu 1996, etcetera), but they often pay more attention to the problems of semantic level than those of syntactic level. Here we point out the necessity of paying more attention to the syntactic differences and constructing the Sino-Japanese lexicon with basic syntactic information (parts of speech and argument structure) designed from the pedagogical point of view.

CONCLUSION

In this study, we have introduced our project to construct the Chinese learners' corpus of Japanese compositions and to develop the DUT Corpus Linguistics Tools, and made a preliminary analysis of the typical errors contained there, especially those that can be explained by the interference from Chinese to the Sino-Japanese lexicon.

As the next step, besides continuing to analyze our corpus, we need to study the same phenomenon in relation to other L1 speakers of a Sino-cultural background, such as Korean and Vietnamese, to see if the same thing happens. We also need to look at the problem of lexical acquisition to see if the syntactic property of L1 lexicon, such as parts of speech and argument structure, influence acquisition of L2 lexicon and syntax (White, 2003; Wei, 2004).

As syntactic properties of L1 lexicon could possibly be the most important point of L2 lexical and syntactic acquisition, we would like to point out the urgent necessity of constructing the Sino-Japanese lexicon with basic syntactic information, especially for learners from a Sinocultural background.

ACKNOWLEDGEMENT

We are grateful to all the contributors at Dalian University of Technology and Dalian College of Foreign Languages. We are also grateful to Prof. Liu Liguo at Dalian College of Foreign Languages for his support in collecting the data at his college, and Mr. Li Rui and Mr. Fu Yifan at Department of Computer Science at Dalian University of Technology for their support in developing the DUT Corpus Linguistics Tools.

[Reference]

REFERENCES

Gui, S., & Yang, H. 2003. Zhongguo xuexizhe yingyu yuliaoku (Chinese learner English corpus). Shanghai: Shanghai Waiyu Jiaoyu Chubenshe.

Hu, M. 2004. Cilei wenti kaocha xuji (Consideration of the problems of parts of speech - continued). Beijing: Beijing Yuyan Daxue Chubenshe.

Ichikawa, Y. 1997. Nihongo goyoo reibun syoojiten (A dictionary of Japanese language learners' errors). Tokyo: Bonzinsya.

Ichikawa, Y. 2000. Zoku-nihongo goyoo reibun syooziten (A dictionary of Japanese language learners' errors II). Tokyo: Bonzinsya.

Ichikawa, Y. 2001. Nihongo no goyoo kenkyuu (Japanese error analysis): Nihongo kyooiku tuusin. Tokyo: The Japan Foundation.

James, C. 1998. Errors in language learning and use: exploring error analysis. London: Addison Wesley Longman.

Ooso, M., et al. 1998. Nihongo gakusyuusya no sakubun koopasu: densika ni yoru kyooyuu sigen ka (A learners' corpus of Japanese compositions: digitalizing and sharing the data). Poster Presentation at the 15th Meeting of Japanese Cognitive Science Society.

Ooso, M., & Takizawa, N. 2003. Koopasu ni yoru Nihongo kyooiku no kenkyuu - korokeesyon oyobi sono goyoo o tyuusin'ni (A corpus-based study on Japanese education), Nihongogaku, 22(5), Meizisyoin, 234-244.

Peng, F. 2003. Gaikokuzin o nayamaseru Nihongo kara mita Nihongo no tokutyoo (Characteristics of Japanese - from examples which trouble foreigners). Tokyo: Bonzinsya.

Qu, W. 1996. Riben de Wenzi (Japanese writing system), Jilin: Jilin Renmin Chubanshe.

Shimizu, M., & Du, F. 2003. Guanyu zhongguo riyu xuexizhe de zhongri duiyi zuowen yuliaoku jianshe de yanjiu - fuma fuzhu gongju de yanzhi - (A study on the construction of parallel learners corpus of Japanese composition writtern by the Chinese learners - a development of tagging tools). Waiyu Jiaoxue Waiyu Yanjiu, 3, (Internal Communication), 21-26.

Shimizu, M., Du, F., & Dantsuji, M. 2004. Tyuugokuzin Nihongo gakusyuusya aiyaku sakubun koopasu no kootiku ni okeru ayamari tagu no kootiku ni tuite (Construction of the error tagset in the development of Chinese learners' Japanese writing parallel corpus), Paper presented at the International Symposium on Education and Study of Japanese Language and Culture, Beijing, October, 20-23, 2004.

Shin, K. 1994. Kindai nittyuu goi kooryuusi (A history of Sino-Japanese lexical exchange in the modern era). Tokyo: Tikuma Syoin.

Wei, L. 2004. Second language production of English dative constructions: a lexicon-driven approach to target syntax. Paper presented at the Sixth International Symposium on Applied Linguistics and Language Teaching, Beijing-Shanghai, August 7-11, 2004.

White, L., 2003, Second language acquisition and universal grammar. Cambridge: Cambridge University Press.

Wu, K. 1999. Riyu cihui yanjiu (A study of Japanese lexicon), Shanghai: Shanghai Waiyu Jiaoyu Chubanshe.

Yang. H. 2002. Yuliaoku yuyanxue daolun (An introduction to corpus linguistics). Shanghai: Shanghai Foreign Language Education Press.

Yu, S., et al. 2003. Xiandai hanyu yufa xinxi cidian xiangjie, di er ban (The grammatical knowledge-base of contemporary Chinese - a complete specification). 2nd ed. Beijing: Qinghua Daxue Chubanshe.

[Author Affiliation]

Masaaki Shimizu, Fenggang Du[dagger], and Masatake Dantsuji[double dagger]

Open University, Tokyo Metropolitan University, Japan

[dagger]School of Foreign Languages, Dalian University of Technology, China

[double dagger]Academic Center for Computing and Media Studies, Kyoto University, Japan

Construction of the Chinese Learners' Parallel Corpus of Japanese and Its Preliminary Analysis

Abstract: This study aims to introduce the project to construct the Chinese learners' corpus (LC) of Japanese at Dalian University of Technology (DUT), and detail the LC construction, development of DUT Corpus Linguistics Tools, and contribution to the education of Japanese as a second language. The outstanding characteristic of the LC is its parallel form with learners' Japanese texts and their Chinese translation, which enables us to make comprehensive analysis of the influence of Chinese (L1) to Japanese (L2). We have made a preliminary analysis of the errors contained.

Key words: Chinese learners' corpus of japanese; parallel corpus; tagging tool, Sino-Japanese

Recognizing the significance of specifying the learners' first languages as well as the target languages in constructing LC, several L1 and L2-specified LC have been constructed. Especially in China, several projects to construct the Chinese learners corpora of English (Gui & Yang, 2003), including the Chinese portion of International Corpus of Learner English, HKUST Corpus, etcetera are under way (Yang, 2002). Meanwhile, the construction of learners' corpora of Japanese has been carried out mainly in Japan (Ooso & Takizawa, 2003), but their learners' first languages are fairly diversified. Given these backgrounds, this study focuses on the learners' corpus of Japanese written by the Chinese students to clarify the aspects of L1 to L2 interference.

METHODOLOGY

Japanese compositions written by 412 Chinese university students of 3rd or 4th year were collected, which contain about 13,800 sentences. The compositions were of two styles: one narrative and the other expository. Selecting one of the topics: (1) Japanese for Me, (2) My Hometown in Mind, (3) Computers and Language Learning, and (4) Economic Development and Environmental Problems, the students wrote Japanese sentences first, and then translated them into Chinese, so that the parallel learners' corpus could be identified. From a pedagogical point of view, the order of writing Japanese sentences first and then translating them into Chinese is important for avoiding the unexpected transfer from L1. Translation of the compositions is also meaningful for avoiding the misunderstanding of the learners' intended meaning of each sentence, and only this point was explained to the students as the reason for their translation.

All the compositions were handwritten so that we could acquire the data of character errors, especially the use of Simplified Chinese Characters (jiantizi) or the different forms of characters which are not used in Japanese. Digitalizing of this data was undertaken using the following procedure: 1. to separate the whole body of compositions into sentences, 2. to number each sentence with initial 'J' for Japanese and 'C' for Chinese, giving the same number for equivalent sentences, and 3. to save each composition as text files (.txt).

Development of DUT Corpus Linguistics Tools

The next procedure in constructing LC is tagging to attribute the background information of the learners and the error information to each sentence. An original set of tools (DUT Corpus Linguistics Tools) was developed to tag the error information and conduct a preliminary statistical analysis. In the tagging window (Fig.1), we can input the information about learners' basic background and the data concerning each error after selecting the composition files and store them in the database file (.mdb). After completing these processes the XML files (.xml) describing all the information are automatically generated for each composition.

Based on the information stored in the database file, a preliminary statistical analysis (Fig.2) and simple query of errors can be carried out with these tools. We can acquire a general tendency of errors through this analysis and easily retrieve samples of each error type.

Tagging

To carry out the tagging process, we have constructed a preliminary error tagset for Chinese Learners Japanese compositions (Error Tagset for DUT CJLC, ver.2.01). In general, we can think of two ways of constructing the error tagset: one is based on the existing grammatical framework of Japanese (Ooso et al., 1998), and the other is to extract the error types from a certain quantity of samples (Ichikawa 1997, 2000). The former will be applicable for the LC construction with L1-diversified learners, and the latter for the L1-specified learners. Therefore, adopting the latter method, we have analyzed about 80 samples of compositions containing about 1,890 sentences to extract error types specific to Chinese learners of Japanese. The extracted error types and the constructed tagset are shown in Table 1.

As the tagging process has tentatively commenced, the tagset proposed here (ver.2.01) will be revised in future process.

FINDINGS AND DISCUSSION

Through the analysis of samples done for extracting the error types and the preliminary tentative tagging work, we have come across several predominant error types, such as tense and aspect errors, confusion, omission, and addition of the particles, confusion of -ha (topic marker) and -ga (nominative marker), etcetera, among which one of the most significant errors specific to the Chinese learners of Japanese is that of the usage of Sino-lexicon (or Sino-Japanese). Historically speaking, the SinoJapanese lexes were the loan words from Chinese, especially from the Chang'an dialect in the Tang dynasty (618-907), as one of the most important cultural borrowings from China. In the Meiji era (1868-1911), the Japanese invented their own Sino-lexicon (the words formed on the Chinese originated morphemes) for translating the Western cultural items, and some of which were re-borrowed to China and other East Asian countries (Shin, 1994). The point here is that the forms of Sino-lexicon are often identical between modern Japanese and Chinese but their semantic and syntactic usages are not always the same, which cause various types of errors by the Chinese learners of Japanese. As a preliminary consideration, we have analyzed some samples of each linguistic level, and in this section, we focus on the samples of syntactic level and point out the significance of special pedagogical consideration to this problem and the necessity of compiling the educational lexicon of Sino-Japanese.

The typical characteristic of this error type is its correctness in the lexical selection and its error in the syntactic usage. These errors can be categorized into two groups: the first are the errors caused by word-forword translation, and the second, also more important, are those of overlapping the syntactic properties of L1 lexicon to that of L2.

The examples of the former type are as follows: the first line of each example is the form corrected by the Japanese native speaker, the second line is the learners' original writing, and the third line is the learners' own translation into their mother tongue (Chinese). All the examples are transcribed into Latin characters for convenience of printing.

(1) nihongo sonomno -ni kyoomi -o kanzi -nai

Japanese itself DAT1 interest ACC feel NEG

nihongo sonomono -ni *kyoomibukaku -nai

be interested

dui riyu benshenbing bu tai ganxingqu

in Japanese itself at all not so be interested

'not so interested in Japanese itself' [003_017]2

The expression ganxingqu in (1) can be analyzed as the verb gan 'feel' with its complement noun phrase xingqu 'interest', and be translated into Japanese as kyoomi-o (interest-ACC) kanziru (feel). In this case, the noun phrase meaning the object of interest can be marked with -ni, an equivalent to the Chinese dui. However, it is always the case that the whole expression ganxingqu is used to translate the Japanese equivalent expression kyoomibukai 'be interested in.' And the Japanese adjective kyoomibukai takes an argument NP marked with -ga which means the object of interest. In this way, the error occurred by using the adjective with an unaccepted marker -ni which is equivalent to the Chinese dui.

(2) aru teido zibun -no nooryoku -o arawasu

some extent oneself of ability ACC represent

aru *teido ni zibun -no nooryoku -o hyookasuru

to evaluate

zai yiding chengdu -shang daibiao -le ziji de nengli

on some extent above represent PERF oneself of ability

'represent one's ability to some extent' [004_006]

(3) aru teido ... keikoo -ga deteki

tendency NOM appear

aru *teido -de ... keikoo -ga *miidasi

on find out

zai mo zhong chengdu -shang chuxian -le ... qingxiang

on some kind extent above appear PERF ... tendency

'there appeared a tendency ... to some extent' [036_027]

As for (2) and (3), the Japanese expression aru teido 'to some extent' is a noun phrase which is used as an adverbial without being marked by adverbial suffixes (-ni, -de). The learners added -ni and -de to the noun phrase to give equivalents to the Chinese zai.

(4) yuugai-na kagakugenso

harmful chemical element

*yuugai -no kagakugenso

harm of

youhai de huaxueyuansu

harm of chemical element

'harmful chemical elements' [029_016]

(5) zibun -ni yuueki-na hookoo

oneself DAT beneficial direction

zibun -ni *yuueki -no hookoo

benefit of

dui ziji youyi de fangxiang

to oneself benefit of direction

'the direction beneficial to oneself' [037_024]

These examples can also be explained as the errors caused by translating the boldface element de of Chinese to the Japanese equivalent - no, which form the unacceptable Sino-lexicon in standard Japanese.

The second group contains the errors overlapping the syntactic properties of the L1 lexicon to that of L2. To identify the part of speech of each Chinese lexicon, we follow the corpus-based categorization proposed in The Grammatical Knowledge-base of Contemporary Chinese - A Complete Specification (Xiandai Hanyu Yufa Xinxi Cidian Xiangjie) and the word lists of each part of speech given in Hu (2004). Some examples include the misformed na-ending adjectives as follows:

(6) Kintyoo-si tari tadotadosikat tari

be tense^sub (v)^ and falter and

*Kintyoo-ni nat tari tadotadosikat tari

(tense^sub (adj)^) become

jinzhang jieba

tense^sub (adj)^ faltering

'be strained and faltering' [004_007]

(7) keizai -wa sonnani hattatu-site-i -nai

economy TOP not so be progressing^sub (v)^ NEG

keizai -wa sonnani *hattatu-de -wa -nai

(progressive) TOP

jingji haimeiyou fazhan cf. fada

economy not yet progress progressive^sub (adj)^

'not making so much progress in the economy' [011_033]

(8) mainiti zyuuzitu-site ...

everyday fill up

mainiti *zyuuzitu-de ...

(full)

mei yi tian dou guo -de chongshi

everyday all live PCL full

'everyday live a full life' [021_024]

(9) seikoo-suru hito

succeed^sub (v)^ person

*seikoo-na hito

(successful)

chenggong de ren

successful of person

'successful person' [023_022]

In (6) - (9), the correct form of all the examples is the suru-ending verb (kintyoo-suru, hattatu-suru, zyuuzitu-suru, and seikoo-suru). However, in the learners' writing, they are all misformed as na-ending adjectives (*kintyoo-ni, *hattatu-de, *zyuuzitu-de, and *seikoo-na), because of the corresponding Chinese adjectives (jinzhang, fada, chongshi, and chenggong). The following examples are concerned with the argument structure of L1 verbs.

(10) keizai -o hatten-s -aseru tameni

economy ACC develop^sub (vi)^ CAUSE in order to

keizai -o *hatten-suru tameni

develop

weile fazhan jingji

to develop economy

'in order to develop the economy' [011_006]

(11) zinsei -ni kantan-site

life DAT admire

*zinsei -o kantan-site

ACC

gantan ta ... yisheng

admire his ... life

'admire his life ...' [001_018]

(12) watasi -no tisiki sisutemu -o kenzen-ni suru

I of knowledge system ACC sound-DAT make

watasi -no tisiki sisutemu -o *kenzen-suru

(make sound)

jianquan -le wo de zhishi tixi

make sound PERF I of knowledge system

'made my knowledge sound' [015_018]

(13) bukatu -no koto sika kansin -ga nakat -ta

club activity of matter only interest NOM not possess PAST

bukatu -no koto sika *kansin-si -nakat -ta

(be interested in) NEG

zhi guanxin sheduan huodong

only be interested in club activity

'be only interested in club activities' [023_016]

In (10) - (13), all the Chinese equivalents of misformed Japanese lexicon are the verbs which take two arguments, and the internal argument of them is realized as a NP following the verb without any grammatical marker: fazhan 'develop something' in (10), gantan 'admire something/someone' in (11), jianquan 'make something sound' in (12), and guanxin 'be interested in something' in (13). Meanwhile, in the standard Japanese, hatten-suru in (10) is a verb taking only a single nominative argument, kantan-suru in (11) takes a dative NP (NP-ni) as the internal argument, kenzen-na in (12) is a na-ending adjective which must be used in a causative construction to express the intended meaning, and kansin in (13) can only be used as a noun. The correct forms of all these examples are varied this way, but the common characteristic among them is that all of them are misformed as verbs followed by the accusative NPs (NP-o) as the internal arguments. These examples can also be regarded as taking place through the interference of the syntactic property of L1 lexicon, that is, 2-argument verb, to L2.

(14) dokuritu-sita seikatu

be independent^sub (v)^ life

*dokuritu seikatu

independence

duli shenghuo

independence life

'independent life' [017_019]

In (14), both Japanese dokuritu-suru and Chinese duli are verbs with their corresponding noun forms: dokuritu and duli. When forming the compound nouns including these nouns, they can be used as bare nouns like dokuritu kokka and duli guojia 'independent nation.' However, in the case of the compound meaning 'independent life,' the similar construction duli shenghuo is acceptable in the standard Chinese, while dokuritu seikatu is unacceptable in Japanese, the correct form for which is dokuritusita seikatu with the suru-ending verb form.

(15) eien -no kadai

eternity of problem

*eienna kadai

(eternal)

yongyuan de wenti

eternally of problem

'eternal problem' [026_012]

We can suppose several ways to explain this error, among which we can still think about the possibility of L1 interference. Chinese yongyuan is described as an adverb, while the adverb form of Japanese eien-ni cannot be a direct modifier to the noun mondai as in *eien-ni mondai. In this case, we may think of two ways to avoide this problem, one is to give a word-for-word translation as in eien no mondai, and the other is to give an adjective form meaning 'eternal' as in *eien-na mondai. Unfortunately, the learner may have selected the latter way and provided the misformed expression. If this analysis is not the case, another possibility might be the learner's avoidance of word-for-word translation which turned out to give the correct form.

The following are the error samples of logical structure and collocation which can also be analyzed as the interference of Chinese to Japanese. Errors of logical structure can be seen in the following samples.

(16) Shoorai no seikatu-o soozoosuru-no mo tanosii mono dearu.

Future of life-ACC imagine-to also pleasant thing be

*shoorai no seikatu-o soozoosuru-no-ha issyu-no omosirosa da to omou

Future of life-ACC imagine-to-TOP a kind of pleasure be that think

Xiangxiang jianglia de shenghuo ye shi yizhong lequ.

Imagine future of life also be a kind of pleasure

'It is interesting to think about the future.' [005_027]

(17) nihongo-ga daiitini hansyatekini dete kita

Japanese-NOM firstly reflectively have come out

*nihongo-ha daiiti hannoo-ni natta.

Japanese-TOP first reaction-DAT have become

riyu chengwei-le diyi fanying.

Japanese become-PERF first reaction

'Japanese words came out as the first reaction.' [006_018]

The following samples of collocation errors can also be explained from the view point of L1 influence.

(18) kyuusokuna hatten-o toge-ta

Rapid progress-ACC accomplish-PERF

kyuusoku hatten-o *tot-ta

Rapid progress-ACC take-PERF

qude feisu fazhan

acquire rapid progress

'made fast progress' [035_006]

(19) kyodaina sinpo-o toge-te

huge progress-ACC accomplish-and

kyodaina sinpo-ga *tore-te

-NOM can take-and

Qude-le juda de jinbu

acquire-PERF huge of progress

'made huge progress' [036_002]

(20) tekidoni gensoku-o mamori

moderately rule-ACC obey

tekidono gensoku-o *moti

moderate have

Jianchi shidu yuanze

Keep moderate rule

'moderately obey the rules'[036_040]

Most of the examples analyzed so far, especially (6) - (15), can be explained by the lack of learners' attention to the syntactic properties of Sino-Japanese lexicon. Several course books and materials on the SinoJapanese lexicon, especially designed for Chinese learners, have been published so far (Peng 2003, Wu 1999, Qu 1996, etcetera), but they often pay more attention to the problems of semantic level than those of syntactic level. Here we point out the necessity of paying more attention to the syntactic differences and constructing the Sino-Japanese lexicon with basic syntactic information (parts of speech and argument structure) designed from the pedagogical point of view.

CONCLUSION

In this study, we have introduced our project to construct the Chinese learners' corpus of Japanese compositions and to develop the DUT Corpus Linguistics Tools, and made a preliminary analysis of the typical errors contained there, especially those that can be explained by the interference from Chinese to the Sino-Japanese lexicon.

As the next step, besides continuing to analyze our corpus, we need to study the same phenomenon in relation to other L1 speakers of a Sino-cultural background, such as Korean and Vietnamese, to see if the same thing happens. We also need to look at the problem of lexical acquisition to see if the syntactic property of L1 lexicon, such as parts of speech and argument structure, influence acquisition of L2 lexicon and syntax (White, 2003; Wei, 2004).

As syntactic properties of L1 lexicon could possibly be the most important point of L2 lexical and syntactic acquisition, we would like to point out the urgent necessity of constructing the Sino-Japanese lexicon with basic syntactic information, especially for learners from a Sinocultural background.

ACKNOWLEDGEMENT

We are grateful to all the contributors at Dalian University of Technology and Dalian College of Foreign Languages. We are also grateful to Prof. Liu Liguo at Dalian College of Foreign Languages for his support in collecting the data at his college, and Mr. Li Rui and Mr. Fu Yifan at Department of Computer Science at Dalian University of Technology for their support in developing the DUT Corpus Linguistics Tools.

[Reference]

REFERENCES

Gui, S., & Yang, H. 2003. Zhongguo xuexizhe yingyu yuliaoku (Chinese learner English corpus). Shanghai: Shanghai Waiyu Jiaoyu Chubenshe.

Hu, M. 2004. Cilei wenti kaocha xuji (Consideration of the problems of parts of speech - continued). Beijing: Beijing Yuyan Daxue Chubenshe.

Ichikawa, Y. 1997. Nihongo goyoo reibun syoojiten (A dictionary of Japanese language learners' errors). Tokyo: Bonzinsya.

Ichikawa, Y. 2000. Zoku-nihongo goyoo reibun syooziten (A dictionary of Japanese language learners' errors II). Tokyo: Bonzinsya.

Ichikawa, Y. 2001. Nihongo no goyoo kenkyuu (Japanese error analysis): Nihongo kyooiku tuusin. Tokyo: The Japan Foundation.

James, C. 1998. Errors in language learning and use: exploring error analysis. London: Addison Wesley Longman.

Ooso, M., et al. 1998. Nihongo gakusyuusya no sakubun koopasu: densika ni yoru kyooyuu sigen ka (A learners' corpus of Japanese compositions: digitalizing and sharing the data). Poster Presentation at the 15th Meeting of Japanese Cognitive Science Society.

Ooso, M., & Takizawa, N. 2003. Koopasu ni yoru Nihongo kyooiku no kenkyuu - korokeesyon oyobi sono goyoo o tyuusin'ni (A corpus-based study on Japanese education), Nihongogaku, 22(5), Meizisyoin, 234-244.

Peng, F. 2003. Gaikokuzin o nayamaseru Nihongo kara mita Nihongo no tokutyoo (Characteristics of Japanese - from examples which trouble foreigners). Tokyo: Bonzinsya.

Qu, W. 1996. Riben de Wenzi (Japanese writing system), Jilin: Jilin Renmin Chubanshe.

Shimizu, M., & Du, F. 2003. Guanyu zhongguo riyu xuexizhe de zhongri duiyi zuowen yuliaoku jianshe de yanjiu - fuma fuzhu gongju de yanzhi - (A study on the construction of parallel learners corpus of Japanese composition writtern by the Chinese learners - a development of tagging tools). Waiyu Jiaoxue Waiyu Yanjiu, 3, (Internal Communication), 21-26.

Shimizu, M., Du, F., & Dantsuji, M. 2004. Tyuugokuzin Nihongo gakusyuusya aiyaku sakubun koopasu no kootiku ni okeru ayamari tagu no kootiku ni tuite (Construction of the error tagset in the development of Chinese learners' Japanese writing parallel corpus), Paper presented at the International Symposium on Education and Study of Japanese Language and Culture, Beijing, October, 20-23, 2004.

Shin, K. 1994. Kindai nittyuu goi kooryuusi (A history of Sino-Japanese lexical exchange in the modern era). Tokyo: Tikuma Syoin.

Wei, L. 2004. Second language production of English dative constructions: a lexicon-driven approach to target syntax. Paper presented at the Sixth International Symposium on Applied Linguistics and Language Teaching, Beijing-Shanghai, August 7-11, 2004.

White, L., 2003, Second language acquisition and universal grammar. Cambridge: Cambridge University Press.

Wu, K. 1999. Riyu cihui yanjiu (A study of Japanese lexicon), Shanghai: Shanghai Waiyu Jiaoyu Chubanshe.

Yang. H. 2002. Yuliaoku yuyanxue daolun (An introduction to corpus linguistics). Shanghai: Shanghai Foreign Language Education Press.

Yu, S., et al. 2003. Xiandai hanyu yufa xinxi cidian xiangjie, di er ban (The grammatical knowledge-base of contemporary Chinese - a complete specification). 2nd ed. Beijing: Qinghua Daxue Chubanshe.

[Author Affiliation]

Masaaki Shimizu, Fenggang Du[dagger], and Masatake Dantsuji[double dagger]

Open University, Tokyo Metropolitan University, Japan

[dagger]School of Foreign Languages, Dalian University of Technology, China

[double dagger]Academic Center for Computing and Media Studies, Kyoto University, Japan