Event Recognition on News Stories and Semi-Automatic Population of an Ontology (English)

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This paper describes a system which recognizes events on news stories. Our system classifies stories and populates a hand-crafted ontology with new instances of classes defined in it. Currently, our system recognizes events which can be classified as belonging to a single category and it also recognizes overlapping events within one article (more than one event is recognized). In each case, the system provides a confidence value associated to the suggested classification. Our system uses Information Extraction and Machine Learning technologies. The system was tested using a corpus of 200 news articles from an archive of electronic news stories describing the academic life of the Knowledge Media (KMi). In particular, these news stories describe events such as a project award, publications, visits, etc.)

  • Title:
    Event Recognition on News Stories and Semi-Automatic Population of an Ontology
  • Author / Creator:
  • Published in:
  • Publisher:
    IEEE
  • Year of publication:
    2004
  • Size:
    97642 byte
  • ISBN:
  • DOI:
  • Type of media:
    Conference paper
  • Type of material:
    Electronic Resource
  • Language:
    English
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Table of contents conference proceedings

The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

3
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4
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5
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6
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7
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17
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24
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29
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36
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44
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51
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58
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64
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70
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77
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84
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91
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98
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103
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110
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131
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138
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145
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152
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159
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166
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173
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179
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185
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192
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199
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206
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214
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221
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228
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235
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242
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256
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264
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271
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278
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285
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292
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299
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313
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334
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349
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356
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363
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370
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384
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398
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419
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429
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433
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437
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Liang Xue, / Tao Guan, / Boqin Feng, | 2004
441
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445
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Lina Zhou, / Dongsong Zhang, | 2004
449
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453
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457
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461
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465
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469
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473
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477
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481
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Liu Huayong, | 2004
485
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491
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495
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499
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504
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508
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514
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524
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529
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533
A Novel Middleware Based Web Database Model
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537
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541
Rough Set Theory: Application in Electronic Commerce Data Mining
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545
NewsRec, a SVM-driven Personal Recommendation System for News Websites
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549
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553
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558
A Theoretical Framework and an Implementation Architecture for Self Adaptive Web Sites
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562
Querying and Updating a Context-Aware Service Directory in Mobile Environments
Doulkeridis, C. / Vazirgiannis, M. | 2004
566
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Qingyuan Bai, / Jun Hong, / McTear, M.F. / Hui Wang, | 2004
570
An Efficient Decentralized Grid Service Discovery Approach based on Service Ontology
Cheng Zhu, / Zhong Liu, / Weiming Zhang, / Weidong Xiao, / Jincai Huang, | 2004
574
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578
The Evolution of Link-Attributes for Pages and Its Implications on Web Crawling
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582
An Intelligent Query Expansion of Searching Related Text Information by Keywords
Qing Zhou, / ZeQI Zheng, | 2004
586
Co-training with a Single Natural Feature Set Applied to Email Classification
Chan, J. / Koprinska, I. / Poon, J. | 2004
590
PEWeb: Product Extraction from the Web Based on Entropy Estimation
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594
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Balfe, E. / Smyth, B. | 2004
599
An Empirical Study of Feature Selection for Text Categorization based on Term Weightage
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603
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607
OBSA: Ontology-Based Semantic Information Processing Architecture
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611
Grid-based Data Mining in Real-life Business Scenario
Tianchao Li, / Bollinger, T. / Breuer, N. / Wehle, H.-D. | 2004
615
Event Recognition on News Stories and Semi-Automatic Population of an Ontology
Vargas-Vera, M. / Celjuska, D. | 2004
619
Grid Service Agents for Real Time Traffic Synchronization
Li Weigang, / Pinheiro Dib, M.V. / Cardoso, D.A. | 2004
624
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Haarslev, V. / Ying Lu, / Shiri, N. | 2004
628
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632
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Chirita, P. / Olmedilla, D. / Nejdl, W. | 2004
636
Web Site Structure and Content Recommendations
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640
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644
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Tung-Hsiang Chou, / Chih-Cheng Chien, / Ting-Yuan Yeh, | 2004
648
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652
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656
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669
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673
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677
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681
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686
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690
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694
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698
Concept Learning of Text Documents
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702
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706
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711
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716
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720
Context Generalization for Information Extraction from the Web
Habegger, B. / Quafafou, M. | 2004
724
Effective Interaction Principles for Online Product Search Environments
Pu, P. / Faltings, B. / Torrens, M. | 2004
728
Distributed Architecture for Adaptive Intelligent Environments
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732
Focused Crawling by Learning HMM from User's Topic-specific Browsing
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736
Understanding the Web through its Language
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740
Supporting Web Collaboration for Cooperative Software Development
Lei Wu, / Sahraoui, H. | 2004
744
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Wang, J.R. / Parameswaran, N. | 2004
748
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Chak-Man Lam, / Xiao-Feng Zhang, / Cheung, W.K. | 2004
752
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Buehrer, D.J. / Wang Chun-Yao, | 2004
757
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Baldini, N. / Gori, M. / Maggini, M. | 2004
761
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769
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Noah, S.A. / Zakaria, L. / Alhadi, A.C. / Tengku Sembok, T.M. / Saad, S. | 2004
771
MICE: Aggregating and Classifying Meta Search Results into Self-Customized Categories
Saravadee Sae Tan, / Gan Keng Hoon, / Tang Enya Kong, / Cheong Sook Lin, / Chan Siew Lin, / Foo Wen Ying, | 2004
773
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775
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Jiajin Huang, / Ning Zhong, / Chunnian Liu, / Y.Y. Yao, / Dejun Qiu, / Chuangxin Ou, | 2004
777
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Jia Hu, / Ning Zhong, | 2004
779
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783
Intelligent Agents and their Applications WIC Australia Centre Report 2002-2004
Ichalkaranje, N. | 2004
785
A Report of Web Intelligence Research at the WIC Beijing Center
Chunnian Liu, | 2004
787
Web-based Support Systems (WSS): A Report of the WIC Canada Research Centre
Yiyu Yao, / JingTao Yao, / Butz, C. / Lingras, P. / Jutla, D. | 2004
789
WIC France Research Center Activity Report
Morizet-Mahoudeaux, P. | 2004
791
A Driving Force for e-Transformation - The Centre for e-Transformation Research / WIC Hong Kong Centre
Jiming Liu, / Cheung, W.K. | 2004
793
A Report of Activities at the WIC-India Research Center
Narayan, B.L. / Pal, S.K. | 2004
795
Using WI Technologies to Develop Intelligent Portals - Research Activities at the WIC Japan Center -
Ning Zhong, | 2004
797
Research Activities at the WIC Korea Center
Joongmin Choi, | 2004
799
Web Intelligence in Mexico
Favela, J. / Montes, M. / Chavez, E. | 2004
801
Web Intelligence Research - Activity within the Polish Center
Szczepaniak, P.S. | 2004
805
A Report of Activities at the WIC-Spain Research Centre
Herrero, P. / Perez, M.S. / Menasalvas, E. / Segovia, J. | 2004
807
Web Intelligence Research Activities in the UK
Wang, F.Z. / Sheng Jiang, / Yau Jim Yip, | 2004
809
Author index
| 2004
i
[Title page]
| 2004
v
Table of Contents
| 2004
xiv
Message from the WI'04 and IAT'04 Conference Chairs and Program Chair
| 2004
xviii
WI'04 and IAT'04 Conference Organizers
| 2004
xx
WI'04 and IAT'04 Program Committee Leadership
| 2004
xxi
WI'04 and IAT'04 Program Committee Members
| 2004
xxvii
WI'04 Non-Program Committee Reviewers
| 2004
xxviii
WI'04 and IAT'04 Tutorials and Workshops
| 2004