Yiming Yang, Tom Pierce, Jaime Carbonell  Home/Search
Context Related
| cmu.edu/~yiming/papers.yy/sigir98.ps cmu.edu/~yiming/papers....sigir98.ps.gz cmu.edu/yiming/Publicat...sigir98.ps.gz Cached: PS.gz PS PDF This document uses CoBlitz to cache paper downloads. If your firewall is blocking outgoing connections to port 3125, you can use these links to download local copies.
Image Update HelpPS.gz PS PDF From: cmu.edu/~yiming/publications (more) From: cmu.edu/~yiming/publications (Enter author homepages) |
Rate this article:      (best)Comment on this article |
Abstract: This paper investigates the use and extension of text retrieval and clustering techniques for event detection. The task is to automatically detect novel events from a temporally-ordered stream of news stories, either retrospectively or as the stories arrive. We applied hierarchical and non-hierarchical document clustering algorithms to a corpus of 15,836 stories, focusing on the exploitation of both content and temporal information. We found the resulting cluster hierarchies highly informative... (Update)
Cited by: More
A Probabilistic Model for Online Document - Clustering With Application (Correct)
Parameter Free Bursty Events Detection in Text Streams - Fung, Yu, Yu, Lu (2005) (Correct)
A Probabilistic Model for Online Document Clustering with .. - Zhang, Ghahramani, Yang (2004) (Correct)
Similar documents (at the sentence level):
11.9%: Learning approaches for Detecting and Tracking News.. - Yang, Carbonell, Brown, .. (1999) (Correct)
Active bibliography (related documents): More All
0.1: The Incremental Searcher Satisfaction Model for.. - van der Weide.. (1999) (Correct)
0.1: Individual and Collective Approaches for Searcher.. - van der Weide, van Bommel (Correct)
0.1: The Use of MMR, Diversity-Based Reranking for Reordering.. - Carbonell, Goldstein (1998) (Correct)
Similar documents based on text: More All
0.6: Link Detection - Results and Analysis - Brown, Pierce, Yang, Carbonell (2000) (Correct)
0.3: Structural Classification for Retrospective Conversion of .. - Heroux, Trupin, Lecoutier (2000) (Correct)
0.3: Topic-conditioned Novelty Detection - Yiming Yang Jian (2002) (Correct)
Related documents from co-citation: More All
20: Topic detection and tracking pilot study: Final report - Allan, Carbonell et al. - 1998
16: line New Event Detection and Tracking - Allan, Papka et al. - 1998
9: Statistical models for text segmentation - Beeferman, Berger et al. - 1999
BibTeX entry: (Update)
Y. Yang, T. Pierce, and J. Carbonell, "A Study on Retrospective and On-Line Event Detection," Proceedings of ACM SIGIR, pp.28-36, 1998. http://citeseer.ist.psu.edu/yang98study.html More
@inproceedings{ yang98study,
author = "Yiming Yang and Tom Pierce and Jaime Carbonell",
title = "A study on retrospective and on-line event detection",
booktitle = "Proceedings of {SIGIR}-98, 21st {ACM} International Conference on Research and Development in Information Retrieval",
address = "Melbourne, AU",
pages = "28--36",
year = "1998",
url = "citeseer.ist.psu.edu/yang98study.html" }
Citations (may not include all citations):432 Automatic Text Processing: The Transformation (context) - Salton - 1989
307 Information Retrieval - van Rijsbergen - 1979 ACM DBLP
113 gather: a cluster-based approach to browsing large document .. (context) - Cutting, Karger et al. - 1992
67 Optimal algorithms for approximate clustering (context) - Feder, Greene - 1988 ACM DBLP
46 Recent trends in hierarchic document clustering: a critical .. (context) - Willett - 1988 ACM
27 Document filtering with inference networks - Callan - 1996 ACM DBLP
25 Support for browsing in an intelligent text retrieval system (context) - Tohompson, Croft - 1989 ACM DBLP
10 Automated query-relevant summarization and diversitybased re.. (context) - Carbonell, Goldstein et al. - 1997
1 Implementing allgomerative hierarchic clustering algorithms .. (context) - Voorhees - 1986
1 Topic detection and tracking: Detection-task (context) - Yang, Carbonell et al. - 1997
The graph only includes citing articles where the year of publication is known.
Documents on the same site (http://www.cs.cmu.edu/~yiming/publications.html): More
Topic Detection and Tracking Pilot Study - Allan, Carbonell, Doddington.. (1998) (Correct)
Report on the CONALD Workshop on Learning from Text.. - Carbonell, Craven.. (1998) (Correct)
Noise Reduction in a Statistical Approach to Text Categorization - Yang (1995) (Correct)
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC