Event recognition on news stories and semi-automatic population of an ontology

被引：17
作者：
Vargas-Vera, M [1 ]
Celjuska, D [1 ]
机构：
[1] Open Univ, Knowledge Media Inst, Milton Keynes MK7 6AA, Bucks, England
来源：
IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2004), PROCEEDINGS | 2004年
关键词：
D O I：
10.1109/WI.2004.10148
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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).
引用
收藏
页码：615 / 618
页数：4
相关论文
共 50 条
  • [41] Semi-automatic construction of ontology based on data mining technique
    Wang, Jingyun
    Flanagan, Brendan
    Ogata, Hiroaki
    2017 6TH IIAI INTERNATIONAL CONGRESS ON ADVANCED APPLIED INFORMATICS (IIAI-AAI), 2017, : 511 - 515
  • [42] Semi-Automatic Definition of Attribute Semantics for the Purpose of Ontology Integration
    Hnatkowska, Bogumila
    Kozierkiewicz, Adrianna
    Pietranik, Marcin
    IEEE ACCESS, 2020, 8 : 107272 - 107284
  • [43] Service-oriented semi-automatic ontology mapping bridging
    Silva, N
    Rocha, J
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 2005, 13 (04): : 253 - 258
  • [44] Rough Formal Concept Analysis for Semi-automatic Marine Ontology
    Huang, Dongmei
    Zhu, Hui
    ICNC 2008: FOURTH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 5, PROCEEDINGS, 2008, : 114 - 118
  • [45] A Semi-automatic System for Knowledge Base Population
    Goldstein-Stewart, Jade
    Winder, Ransom K.
    KNOWLEDGE DISCOVERY, KNOWLEDGE ENGINEERING AND KNOWLEDGE MANAGEMENT, 2011, 128 : 276 - +
  • [46] Semi-Automatic User Stories Generation To Measure User Experience
    Olaverri-Monreal, Cristina
    Hasan, Ahmed Elsherbiny
    Bengler, Klaus
    PROCEEDINGS OF THE 2013 8TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI 2013), 2013,
  • [47] Semi-automatic training sets acquisition for handwriting recognition
    Sas, Jerzy
    Markowska-Kaczmar, Urszula
    COMPUTER ANALYSIS OF IMAGES AND PATTERNS, PROCEEDINGS, 2007, 4673 : 531 - 538
  • [48] A Semi-Automatic Annotation Approach for Human Activity Recognition
    Bota, Patricia
    Silva, Joana
    Folgado, Duarte
    Gamboa, Hugo
    SENSORS, 2019, 19 (03):
  • [49] Semi-Automatic News Video Annotation Framework for Arabic Text
    Zayene, Oussama
    Touj, Sameh Masmoudi
    Hennebert, Jean
    Ingold, Rolf
    Ben Amara, Najoua Essoukri
    2014 4TH INTERNATIONAL CONFERENCE ON IMAGE PROCESSING THEORY, TOOLS AND APPLICATIONS (IPTA), 2014, : 227 - 232
  • [50] Semi-automatic emotion recognition from Chinese text
    Zhang, Yu
    Ren, Fuji
    Kuroiwa, Shingo
    PROCEEDINGS OF THE NINTH IASTED INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL, 2006, : 113 - +
12345