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஢ඓی

Hsu, Chun-Nan ޼Ӻᔊʧ Research Description
Research Description
޼Ӻᔊʧ

Ң޴ڦdཥ໘ʔᏐ༈྅࢕ཥɓᅵdԴ͜٫̀඲ We believe that computers are supposed to be maintaining a large number of Web wrapper agents
programmed to salvage people from repetitive rou- and applied them in real-world applications. One of
ቋఱཫ΋ண֛λٙ̌ঐԸԴ͜f޴ˀٙdཥ໘Ꮠ༈
tines. However, monster computer companies have my largest applications integrates more than 4,000
ԱኽԴ͜٫ܸٙͪԸੂБԴ͜٫ʔซਂٙࠠልೌ୨ tried hard to convince us we are only smart enough Web-based information sources of the government
ʈЪdɰఱ݊ΫᓥՑApple IIٙࣛ˾dɛɛேঐீཀ to use computers as appliances. We also believe that agencies in Taiwan and won the most prestigious
ᔊఊٙ೻όᅠᄳԸprogram˼ࡁٙཥ໘f್Ͼd༨ in this networked world, decentralization is the way IT award in Taiwan. Recently, I have also been
to go, but at the same time, we see resources be- working on applying machine learning algorithms
਷༟ৃ੶ᛆۍซᜫҢࡁ޴ڦdҢࡁ̥ঐ஗ཥ໘ה̱
ing invested in building "portal" sites that unify our to bioinformatics, personalized shopping recom-
Ҙdʔঐܸ౨ཥ໘fҢɰ޴ڦdίၣ༩ٙ˰ޢ༁d view and access to information. They take away our mendation and multi-lingual speech recognition. Research Fellows
ਬϞœ̘ʕːʷʑ͍݊௄dШҢࡁۍ޶Ցᕼɽٙ freedom to reconfigure the behavior of our comput- With the learning web agent technology developed
༟๕ʔᓙή஗ҳ༟׵ܔͭ΢၇œɝɹၣ१d΢၇ ers, our freedom to create our own connection with at our lab, we have assisted Director Y.T. Chen§s
the Internet, and burden us once again with repeti- National Genotyping Center (NGC) at the Institute
޶Чᘰॸྼۆɷᇐɓܛٙ༟ৃԸ๕dΆྡ୕ɓҢࡁ
tive routines and unified view of the world. Our of Biomedical Sciences to develope a system called
ٙൖᛓd୕ɓҢࡁ༟ৃіϗٙ˙όdආϾ୕ɓҢࡁ research is to liberate people by building theories FastSNP to automatically analyze Single Nucleotide
ٙܠซdԴҢࡁʔঐ௴ிd̥ঐऊ൬f˼ࡁ࡞ྮə and systems of Adaptive Internet Intelligent Agents Polymorphism (SNP). This system deploys a team
Research Fellows
ਿ ͉ ༟ ࣘ ҢࡁࠠอҷிҢࡁٙཥ໘ٙІ͟d࡞ྮəҢࡁνО (AIIA). of web agents to integrate eleven online databases
ਿ ͉ ༟ ࣘ
and analysis tools related to SNP research. Fast-
ɪၣٙІ͟dᜫҢࡁ̭ຫί͑ೌ˟ྤٙࠠልᓃ፯ਗ My major research accomplishment is in de- SNP allows the researchers at NGC to efficiently
Ъ༁ऊ൬༨਷༟ৃ੶ᛆ୕ɓᒸഗҢࡁٙൖᛓ຾᜕f veloping and applying machine learning algorithms prioritize risk-causing SNPs to conduct genotyping
ᔖcc၈j ਓ޼ӺࡰAssociate Research Fellow to the problem of large scale information extrac-
ΪϤҢٙ޼Ӻͦᅺఱ݊ࠅܔ࿴༆ՈϞኪ୦ঐɢٙၣ and they have thus successfully identified a novel
௰৷ኪዝj Ph.D. in Computer Science from the University ༩౽ᅆۨ˾ଣɛӻ୕dԸᜫɛࡁ੻Ց༆׳f tion and database integration. I have developed promoter polymorphism that contributes to Adverse
of Southern California, USA 1996. algorithms and software tools for creating and Drug Responses (ADRs).
࠯΋Ңࡁఱዚኜኪ୦ٙਿ͉ࡡଣආБઞীd
ཥcc༑j+886-2-2788-3799 ext. 1801
Selected Publications
Νࣛਗ਼ഐ؈Ꮠ͜׵ྼ͜׌ٙ˾ଣɛӻ୕ʕdԸᐏЇ Selected Publications
ෂccॆj+886-2-2782-4814 ߉ॎ׌ٙഐ؈fІ1998ϋৎd͉ྼ᜕܃уҳɝ޼
1. Hsiang-Yu Yuan, Jen-Jie Chiou, Wen-Hsien Tseng, Chia-Hung Liu, Spoken Language Processing (ICSLP2004), Jeju Island, Korea, Octo-
ཥɿڦᇌjchunnan@iis.sinica.edu.tw ೯ၣ༩˾ଣɛ(Web Agent)Ҧஔdʊ೯ڌ஢ε޴ᗫ Chuan-Kun Liu, Yi-Jung Lin, Hui-Hung Wang, Adam Yao, Yuan- ber 2004.
ٙሞ˖f࣬ኽGoogle Scholar (http://scholar.google. Tsong Chen and Chun-Nan Hsu. FASTSNP: An Always Up-to-date 8. Ren-Yuan Lyu, Dau-Cheng Lyu, Min-Siong Liang, Min-Hong Wang,
ၣccࠫjhttp://www.iis.sinica.edu.tw/pages/chunnan and Extendable Service for SNP Function Analysis and Prioritization. Yuang-Chin Chiang, Chun-Nan Hsu. A Unified Framework for Large

com) ၣ१ٙ୕ࠇdՉʕɓᇐ஗ˏ͜༺165ϣʘε To appear in Nucleic Acid Research, Special Issue on Web Servers, Vocabulary Speech Recognition of Mutually Unintelligible Chinese
th
€2006ϋ5˜f೯࢝ϓ؈Ԩ຾ʮ΍ԫਕଡ଼બᛆପ 2006. Regionalects. To appear in Proceedings of the 8 International Con-
2. Dau-Cheng Lyu, Ren-Yuan Lyu, Yuang-chin Chiang and Chun-Nan ference on Spoken Language Processing. (INTERSPEECH 2004) Jeju
• Successfully protected our national name “Taiwan” ุޢආБਠۜʷdʿਖ਼л͡ሗfʊᐏ੻ʕശ͏਷ਖ਼ Hsu. Modeling, Pronounciation Variation for Bi-Lingual Mandarin/ Island, Korea. October, 2004.
from being twisted by many international academic лᇜ໮ 088120033fԨᐏ੻ୋɓ֣LINUXරږΆᕰ Taiwanese Speech Recognition. Computational Linguistics and Chi- 9. Chia-Hui Chang, Harianto Siek, Jiann-Jyh Lu, Jen-Jie Chiou and
journals. For example, in 2005, the journal Pattern nese Language Processing, 10(3):363-380, September 2005. Chun-Nan Hsu. Reconfigurable Web wrapper agents. IEEE Intelligent

Recognition Letters listed Taiwan as “Taiwan, a ᆤe2003຾᏶௅ʕʃΆุ௴อ޼Ӻᆤe2003༟ৃ˜ 3. Chun-Nan Hsu, Chia-Hui Chang, Hung-Hsuan Huang, Chien-Chi Systems, 18(5):34—40, special Issue on Web Information Integration,
province of China” at their online submission and Chang. Re-configurable web wrapper agents for bioinformatics data September 2003.

review Web site. After initiating an e-mail campaign ௰Գཥɿʷִ݁Ꮠ͜ᆤഃεධࣿ࿲fމੂБ਷߅ึ
to the publisher, I convinced the journal to delete “a ਿΪᔼᖹ਷࢕ۨࠇ೥ʘœ͛ي༟ৃࣨːண݄؂ਕ integration. Journal of American Society of Information Science and 10. Chun-Nan Hsu, Hao-Hsiang Chung and Han-Shen Huang. The Hybrid
province of China.” Technology, 56(5):505 – 517, Special Issue on Bioinformatics, 2005. Poisson Aspect Model for Personalized Shopping Recommendation.
ࠇ೥d͉ྼ᜕܃л͜Ңࡁה޼೯ٙၣ༩˾ଣɛҦ 4. Han-Shen Huang, Koung-Lung Lin, Jane Yung-jen Hsu, Chun- In Proceedings of the Third IEEE International Conference on Data
• Removed from the editorial board by the editors-in- Nan Hsu. Item-Triggered Recommendation for Identifying Potential Mining Melbourne, FL, USA, November 2003.
chief of the journal Multi-Agents and Grid Comput- ஔd՘п͛ᔼה௓۪ਫ਼הڗ˴ܵהʘ਷࢕ਿΪۨᛠ Customers of Cold Sellers in Supermarkets. In Beyond Personaliza- 11. Dau-Cheng Lyu, Min-Siong Liang, Yuang-Chin Chiang, Chun-Nan
ing Systems because I requested them to correct my tion 2005, A Workshop on the Next Stage of Recommender Systems Hsu, and Ren-Yuan Lyu. Large Vocabulary Taiwanese (Min-nan)
affiliation from “Academia Sinica (Taipei)” to “Aca- ֛ʕː(National Genotyping Center, NGC) ආБఊࣨ

demia Sinica (Taiwan).” All other editors’ affi liation აεۨ׌(Single Nucleotide Polymorphism, SNP) ٙ Research, in conjunction with the 2005 International Conference on Speech Recognition Using Tone Features and Statistical Pronunciation
is of the format “Institution (Country name).” Intelligent User Interfaces (IUI 2005), San Diego, CA, USA, January 9, Modeling. In Proceedings of the 8th European Conference on Speech
Іਗ዆ΥၾʱؓʈՈٙܔໄࠇ೥dԨϓ̌ήܔͭə 2005. Communication and Technology (Eurospeech 2003), Geneva, Switzer-
• Resigned from the program committee of CoopIS 5. Koung-Lung Lin, Jane Yung-jen Hsu, Han-Shen Huang, and Chun- land, 2003.
2002 because the general co-chair refused to correct FastSNPၣ༩؂ਕӻ୕dঐл͜ၣ༩˾ଣɛdІਗ Nan Hsu. A Recommender for Targeted Advertisement of Unsought 12. Jiann-Jyh Lu and Chun-Nan Hsu. Query Answering Using Ontologies
my affiliation from “Academia Sinica, China” to Products in E-Commerce. In Proceedings of the Seventh International in Agent-based Resource Sharing Environment for Biological Web

“Academia Sinica, Taiwan.” Еટ11ࢭᆄeߕe˚ʘၣ༩ SNP ༟ࣘࢫʿҏΐʱؓ
IEEE Conference on E-Commerce Technology 2005. Munich, Ger- Information Integration. In Proceedings of JICAI-2003 Workshop on
• Coordinated a premier of the movie “A.I.” for ʈՈdᜫਿΪ᜗ᛠ֛ʕːٙ޼Ӻ٫dঐҞ஺ήጜ፯ many, July 19-22, 2005. Information Integration on the Web,, Menlo Park, CA, 2003. AAAI
President Dr. Yuan-Tseh Lee and about 100 mem- 6. Chun-Nan Hsu, Hao-Hsiang Chung and Han-Shen Huang. Mining Press.
bers of Taiwanese Association for Artifi cial Intelli- ࠠࠅٙSNPԸආБਿΪۨᛠ֛(Genotyping)dίᖹي sparse and skewed transaction data for personalized shopping recom- 13. Chun-Nan Hsu, Chia-Hui Chang, Harianto Siek, Jiann-Jyh Lu and Jen-
gence in a movie theater complex in Taipei, 2001. ཀઽ޴ᗫٙਿΪۨ޼Ӻɪᐏ੻ࠠɽϓ؈fϤ̮d͉ mendation. Machine Learning, 57(1): 35 – 59, Special Issue on Data Jie Chiou, Reconfi gurable Web Wrapper Agents for Web Information
• Organized a 300-person rally in the campus of the ྼ᜕܃ٙϓ؈dɰʊ຾Ꮠ͜ί˖΁ᓘ՟eʱᗳeࡈ Mining Lessons Learned, October, 2004. Integration. In Proceedings of IJCAI-2003 Workshop on Information
University of Southern California on March 22, 7. Ren-Yuan Lyu, Dau-Cheng Lyu, Min-Siong Liang, Min-Hong Wang, Integration on the Web,, Menlo Park, CA, 2003. AAAI Press.
1996 to celebrate first ever presidential election in ɛʷ؂ਕeၣ༩τΌeႧ٫፫ᗆeၣ༩̨Ⴇ઺ԃഃ Yuang-Chin Chiang, Chun-Nan Hsu. A Unified Framework for Large 14. Chun-Nan Hsu and Hau-Chung Yu and Bo-Hou Yang. Speaker Veri-

Taiwan history, and won a leadership award from Vocabulary Speech Recognition of Mutually Unintelligible Chinese fi cation without Background Speaker Models. In Proceedings of IEEE
USC for the effort. ྼყᏐ͜f “Regionalects.” In Proceedings of the 8th International Conference on International Conference on Acoustics, Speech and Signal Processing

• Constructed one of the first World-Wide Web sites to (ICASSP 2003), Hong Kong, China, 2003.
protest Chinese missile threat in 1995.
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