tdt.bib
@INPROCEEDINGS{allan98topic,
AUTHOR = {James Allan and Jaime Carbonell and George Doddington and
Jonathan Yamron and Yiming Yang },
TITLE = {Topic Detection and Tracking Pilot Study: Final Report},
BOOKTITLE = {Proceedings of Broadcast News Transcription and
Understanding Workshop},
YEAR = {1998},
ADDRESS = {Lansdowne, VA},
PAGES = {194--218},
PUBLISHER = {NIST},
ANNOTE = {A compilation of the previous results of {CMU}, {UMass} and
Dragon Systems in the area of Topic Detection and
Tracking.}
}
@INPROCEEDINGS{allan98online,
AUTHOR = {James Allan and Ron Papka and Victor Lavrenko},
TITLE = {On-line New Event Detection and Tracking},
BOOKTITLE = {Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval},
PAGES = {37--45},
YEAR = {1998},
ADDRESS = {Melbourne, Australia},
PUBLISHER = {ACM Press},
ANNOTE = {The paper introduces a modified 'single-pass' clustering
method for first story detection. Some techniques for topic tracking are also presented (monitoring the occurrence of surprising vocabulary, using
common words and adaptation)}
}
@TECHREPORT{allan98event,
AUTHOR = {James Allan and Victor Lavrenko and Ron Papka},
TITLE = {Event Tracking},
INSTITUTION = {Department of Computer Science, University of Massachusetts},
NUMBER = {IR -- 128},
YEAR = {1998},
ANNOTE = {The anatomy and results of event tracking project outcome in UMass.}
}
@TECHREPORT{allan99topic,
AUTHOR = {James Allan and Hubert Jin and Martin Rajman and Charles Wayne and Daniel Gildea and Victor Lavrenko and Rose Hoberman and David Caputo},
TITLE = {Topic-based Novelty Detection},
INSTITUTION = {Center for Language and Speech Processing, Johns Hopkins University},
NOTE = {Summer Workshop Final Report},
YEAR = {1999},
LOCATION = {Baltimore, MD},
URL = {http://www.clsp.jhu.edu/ws99/}
}
@INPROCEEDINGS{allan00first,
AUTHOR = {James Allan and Victor Lavrenko and Hubert Jin},
TITLE = {First Story Detection in {TDT} is Hard},
BOOKTITLE = {Proceedings of the 2000 ACM CIKM International Conference on
Information and Knowledge Management},
YEAR = {2000},
PAGES = {374--381},
ADDRESS = {McClean, VA},
PUBLISHER = {ACM Press},
ANNOTE = {The authors reduce the first story problem to TDT tracking
problem. A reasonable performance in FSD would require a near perfect
performance in tracking. The authors are quite pessimistic about
improvement in tracking that is based on full-text similarity.}
}
@INPROCEEDINGS{allan00detections,
AUTHOR = {James Allan and Victor Lavrenko and Daniella Malin and Russell Swan},
TITLE = {Detections, Bounds, and Timelines: UMass and TDT--3},
BOOKTITLE = {Proceedings of Topic Detection and Tracking (TDT--3)},
PAGES = {167--174},
LOCATION = {Vienna, VA},
YEAR = {2000}
}
@INPROCEEDINGS{allan01topic,
AUTHOR = {James Allan and Rahul Gupta and Vikas Khandelal},
TITLE = {Topic Models for Summarizing Novelty},
BOOKTITLE = {Proceedings of Workshop on Language Modeling in Information Retrieval},
YEAR = 2001,
PAGES = {66--71},
LOCATION = {Carnegie Mellon University}
}
@INPROCEEDINGS{allan01temporal,
AUTHOR = {James Allan and Rahul Gupta and Vikas Khandelal},
TITLE = {Temporal Summaries of News Topics},
BOOKTITLE = {Proceedings of the 24rd annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = 2001,
PAGES = {10--18},
LOCATION = {New Orleans, LA}
}
@ARTICLE{allan02detection,
AUTHOR = {James Allan},
TITLE = {Detection as {M}ulti-{T}opic {T}racking},
JOURNAL = {Information Retrieval},
VOLUME = {5},
NUMBER = {2--3},
PAGES = {139--157},
YEAR = {2002}
}
@BOOK{allan02topic,
EDITOR = {James Allan},
TITLE = {Topic Detection and Tracking: Event-based Information Organization},
PUBLISHER = {Kluwer Academic Publishers},
YEAR = {2002},
ADDRESS = {Norvell, Massachusetts}
}
@INCOLLECTION{allan02introduction,
AUTHOR = {James Allan},
TITLE = {Introduction to Topic Detection and Tracking},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {1--16}
}
@INCOLLECTION{allan02explorations,
AUTHOR = {James Allan and Victor Lavrenko and Russell Swan},
TITLE = {Explorations Within Topic Tracking and Detection},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {197--224}
}
@INPROCEEDINGS{allan03retrieval,
AUTHOR = {James Allan and Courtney Wade and Alvaro Bolivar},
TITLE = {Retrieval and novelty detection at the sentence level},
BOOKTITLE = {Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval},
YEAR = {2003},
PAGES = {314--321},
LOCATION = {Toronto, Canada},
PUBLISHER = {ACM Press}
}
@UNPUBLISHED{baker99hierarchical,
AUTHOR = {L. Douglas Baker and Thomas Hofmann and Andrew McCallum and Yiming Yang},
TITLE = {A Hierarchical Probabilistic Model for Novelty Detection in Text},
YEAR = {1999},
NOTE = {unpublished manuscript}
}
@INPROCEEDINGS{brants03system,
AUTHOR = {Thorsten Brants and Francine Chen},
TITLE = {A System for new event detection},
BOOKTITLE = {Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval},
YEAR = {2003},
ISBN = {1-58113-646-3},
PAGES = {330--337},
LOCATION = {Toronto, Canada},
DOI = {http://doi.acm.org/10.1145/860435.860495},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{carthy00design,
AUTHOR = {Joe Carthy and Alan Smeaton},
TITLE = {The Design of a Topic Tracking System},
BOOKTITLE = {Proceedings of 22nd Annual Colloquim on Information Retrieval Reseach},
LOCATION = {Cambridge, UK},
YEAR = {2000},
ANNOTE = {The authors present two topic tracking systems. The first employs 'traditional' information retrieval methods (comparison of term vectors), while the second adopts lexical chaining.}
}
@PHDTHESIS{carthy02lexical,
AUTHOR = {Joseph Carthy},
TITLE = {Lexical Chains for Topic Tracking},
SCHOOL = {Department of Computer Science, National University of Dublin},
YEAR = {2002}
}
@INCOLLECTION{chen02nlp,
AUTHOR = {Hsin-Hsi Chen and Lun-Wei Ku},
TITLE = {A {NLP} \& {IR} Approach to Topic Detection},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {243--264}
}
@INPROCEEDINGS{cieri00multiple,
AUTHOR = {Christopher Cieri},
TITLE = {Multiple Annotations of Reusable Data Resources: Corpora for Topic Detection and Tracking },
BOOKTITLE = {Actes 5i\`{e}me Journ\'{e}es Internationales d'Analyse Statistique des Donn\'{e}es Textuelles (JADT)},
LOCATION = {Lausanne, France},
YEAR = {2000}
}
@INCOLLECTION{cieri02corpora,
AUTHOR = {Christopher Cieri and Stephanie Strassel and David Graff and Nii Martey and Kara Rennert and Mark Liberman},
TITLE = {Corpora for Topic Detection and Tracking},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {33--66}
}
@INCOLLECTION{dharanipragada02segmentation,
AUTHOR = {S. Dharanipragada and M. Franz and J. S. McCarley and T. Ward and W.-J. Zhu},
TITLE = {Segmentation and Detection at IBM},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {135--148}
}
@INCOLLECTION{eichmann02clusterbased,
AUTHOR = {David Eichmann and Padmini Srinivasan},
TITLE = {A Cluster-based Approach to Broadcast News},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {149--174}
}
@INCOLLECTION{fiscus02topic,
AUTHOR = {Jonathan Fiscus and George Doddington},
TITLE = {Topic Detection and Tracking Evaluation Overview},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {17--31}
}
@INPROCEEDINGS{franz01unsupervised,
AUTHOR = {Martin Franz and Todd Ward and J. Scott McCarley and Wei-Jing Zhu},
TITLE = {Unsupervised and supervised clustering for topic tracking},
BOOKTITLE = {Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2001},
ISBN = {1-58113-331-6},
PAGES = {310--317},
LOCATION = {New Orleans, Louisiana, United States},
DOI = {http://doi.acm.org/10.1145/383952.384013},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{fukumoto00event,
AUTHOR = {Fumiyo Fukumoto and Yoshimi Suzuki},
TITLE = {Event tracking based on domain dependency},
BOOKTITLE = {Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2000},
PAGES = {57--64},
LOCATION = {Athens, Greece},
PUBLISHER = {ACM Press}
}
@ARTICLE{gerner94analysis,
AUTHOR = {Deborah J. Gerner and Philip A. Schrodt and Ronald Francisco and Julie L. Weddle},
TITLE = {The Analysis of Political Events using Machine Coded Data},
JOURNAL = {International Studies Quarterly},
VOLUME = {38},
PAGES = {91--119},
YEAR = {1994}
}
@INPROCEEDINGS{geutner98transcribing,
AUTHOR = {Petra Geutner and Micheal Finke and Peter Scheytt and Alex Waibel and Howard Wactlar},
TITLE = {Transcribing Multilingual Broadcast News Using Hypothesis Driven Lexical Adaptation},
BOOKTITLE = {Proceedings of DARPA Broadcast News Workshop},
YEAR = {1998},
LOCATION = {Landsdowne, LA}
}
@INPROCEEDINGS{hatch00topic,
AUTHOR = {Paula Hatch and Nicola Stokes and Joe Carthy},
TITLE = {Topic Detection, a New Application for Lexical Chaining?},
BOOKTITLE = {Proceedings of BCS- IRSG 2000, the 22nd Annual Colloquim on Information Retrieval Research},
YEAR = {2000},
PUBLISHER = {Cambridge, UK},
PAGES = {94--103}
}
@INPROCEEDINGS{hatzivassiloglou00investigation,
AUTHOR = {Vasileios Hatzivassiloglou and Luis Gravano and Ankineedu Maganti},
TITLE = {An investigation of linguistic features and clustering algorithms for topical document clustering},
BOOKTITLE = {Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2000},
PAGES = {224--231},
LOCATION = {Athens, Greece},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{kleinberg02bursty,
AUTHOR = {Jon Kleinberg},
TITLE = {Bursty and hierarchical structure in streams},
BOOKTITLE = {Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining},
YEAR = {2002},
ISBN = {1-58113-567-X},
PAGES = {91--101},
LOCATION = {Edmonton, Alberta, Canada},
DOI = {http://doi.acm.org/10.1145/775047.775061},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{lavrenko02relevance,
AUTHOR = {Victor Lavrenko and James Allan and Edward DeGuzman and Daniel LaFlamme and Veera Pollard and Stephen Thomas},
TITLE = {Relevance Models for Topic Detection and Tracking},
BOOKTITLE = {Proceedings of Human Language Technology Conference (HLT)},
LOCATION = {San Diego, CA, USA},
YEAR = {2002},
PAGES = {104--110}
}
@INCOLLECTION{leek02probabilistic,
AUTHOR = {Tim Leek and Richard Schwartz and Srinivasa Sista},
TITLE = {Probabilistic Approaches to Topic Detection and Tracking},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {67--84}
}
@INCOLLECTION{levow02signal,
AUTHOR = {Gina-Anne Levow and Douglas W. Ward},
TITLE = {Signal Boosting for Translingual Topic Tracking},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {175--196}
}
@INPROCEEDINGS{leuski02filtering,
AUTHOR = {Anton Leuski and James Allan},
TITLE = {Filtering: Improving Realism of Topic Tracking Evaluation},
BOOKTITLE = {Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2002},
PAGES = {89--96},
LOCATION = {Tampere, Finland},
PUBLISHER = {ACM Press},
ANNOTE = {Filtering is an interactive task: thus evaluation should be interactive as well.}
}
@INPROCEEDINGS{manmatha02critical,
AUTHOR = {R. Manmatha and Ao Feng and James Allan},
TITLE = {A critical examination of {TDT}'s cost function},
BOOKTITLE = {Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2002},
PAGES = {403--404},
LOCATION = {Tampere, Finland},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{martin97det,
AUTHOR = {Alvin Martin and George Doddington and Terri Kamm and Mark Ordowski and Mark Przybocki},
TITLE = {The {DET} Curve in Assessment of Detection Task Performance},
BOOKTITLE = {Proceedings of EuroSpeech'97, the 5th European Conference on Speech Communication and Technology},
LOCATION = {Rhodes},
PAGES = {1895--1898},
PUBLISHER = {ESCA},
EDITOR = {G. Kokkinakis and N. Fakotakis and E. Dermatas},
YEAR = {1997},
VOLUME = {4}
}
@INPROCEEDINGS{mccarley00influence,
AUTHOR = {J. Scott McCarley and Martin Franz},
TITLE = {Influence of speech recognition errors on topic detection},
BOOKTITLE = {Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2000},
ISBN = {1-58113-226-3},
PAGES = {342--344},
LOCATION = {Athens, Greece},
DOI = {http://doi.acm.org/10.1145/345508.345638},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{nallapati02capturing,
AUTHOR = {Ramesh Nallapati and James Allan},
TITLE = {Capturing term dependencies using a language model based on sentence trees},
BOOKTITLE = {Proceedings of the eleventh international conference on Information and knowledge management},
YEAR = {2002},
PAGES = {383--390},
LOCATION = {McLean, Virginia, USA},
DOI = {http://doi.acm.org/10.1145/584792.584855},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{vanMulbregt98text,
AUTHOR = {Paul van Mulbregt and Ira Carp and Lawrence Gillick and Stewe Lowe and Jon Yamron},
TITLE = {Text Segmentation and Topic Tracking on Broadcast News Via a Hidden Markov Model Approach},
BOOKTITLE = {Proceedings of 5th Intl. Conference on Spoken Language Processing (ICSLP-98)},
YEAR = {1998},
LOCATION = {Sydney, Australia}
}
@INPROCEEDINGS{jin99topic,
AUTHOR = {Hubert Jin and Rich Schwartz and Sreenivasa Sista and Frederick Walls},
TITLE = {Topic Tracking for Radio, TV Broadcast, and Newswire},
BOOKTITLE = {Proceedings of DARPA Broadcast News Workshop},
YEAR = {1999},
LOCATION = {Herndon, VA, USA}
}
@INPROCEEDINGS{makkonen02applying,
AUTHOR = {Juha Makkonen and Helena Ahonen-Myka and Marko Salmenkivi},
TITLE = {Applying Semantic Classes in Event Detection and Tracking},
BOOKTITLE = {Proceedings of International Conference on Natural Language Processing (ICON 2002)},
ADDRESS = {Mumbai, India},
YEAR = {2002},
PAGES = {175--183},
EDITOR = {Rajeev Sangal and S. M. Bendre}
}
@INPROCEEDINGS{makkonen03topic,
AUTHOR = {Juha Makkonen and Helena Ahonen-Myka and Marko Salmenkivi},
TITLE = {Topic Detection and Tracking with Spatio-temporal Evidence},
BOOKTITLE = {Proceedings of 25th European Conference on Information Retrieval Research (ECIR 2003)},
EDITOR = {Fabrizio Sebastiani},
PUBLISHER = {Springer-Verlag},
ADDRESS = {Pisa, Italy},
LOCATION = {Pisa, Italy},
YEAR = {2003},
PAGES = {251--265}
}
@INPROCEEDINGS{makkonen03investigations,
AUTHOR = {Juha Makkonen},
TITLE = {Investigations on Event Evolution in {TDT}},
BOOKTITLE = {Proceedings of Student Workshop of Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics (HLT-NAACL) },
ADDRESS = {Edmonton, Canada},
YEAR = {2003},
PAGES = {43--48}
}
@INPROCEEDINGS{makkonen03utilizing,
AUTHOR = {Juha Makkonen and Helena Ahonen-Myka},
TITLE = {Utilizing Temporal Information in Topic Detection and Tracking},
BOOKTITLE = {Proceedings of 7th European Conference on Digital Libraries ({ECDL 2003})},
PAGES = {393--404},
LOCATION = {Trondheim, Norway},
PUBLISHER = {Springer-Verlag},
ADDRESS = {Trondheim, Norway},
EDITOR = {Traugott Koch and Ingeborg T. Solvberg},
YEAR = {2003}
}
@ARTICLE{makkonen04simple,
AUTHOR = {Juha Makkonen and Helena Ahonen-Myka and Marko Salmenkivi},
TITLE = {Simple Semantics in Topic Detection and Tracking},
JOURNAL = {Information Retrieval},
VOLUME = {7},
NUMBER = {3--4},
PAGES = {347--368},
YEAR = {2004}
}
@PHDTHESIS{papka99online,
AUTHOR = {Ron Papka},
TITLE = {On-line New Event Detection, Clustering and Tracking},
SCHOOL = {Department of Computer Science, University of Massachusetts},
YEAR = {1999},
ANNOTE = {The thesis portrays the problems regarding the processing of on-line text material, such as newsfeed. He examines the clustering thresholds quite throughly. This publication pretty much sums up the works of Papka as to TDT problems.}
}
@TECHREPORT{papka98online,
AUTHOR = {Ron Papka and James Allan},
TITLE = {On-line New Event Detection using Single-pass Clustering},
INSTITUTION = {Department of Computer Science, University of Massachusetts},
NUMBER = {IR--123},
YEAR = {1998},
ANNOTE = {Papka and Allan bring forward a single-pass clustering method modified from that of van Rijbergen, involving document queries and belief-thresholds. The paper also contains a brief TDT system comparison with the CMU and Dragon Systems.}
}
@INPROCEEDINGS{pons02temporal,
AUTHOR = {A. Pons and R. Berlanga and J. Rumz-Shulcloper},
TITLE = {Temporal-Semantic Clustering of Newspaper Articles for Event Detection},
BOOKTITLE = {Proceedings of Pattern Recognition in Information Systems (PRIS2002)},
PAGES = {104--113},
LOCATION = {Ciudad Real, Spain},
YEAR = {2002}
}
@TECHREPORT{seymore97large,
AUTHOR = {Kristie Seymore and Ronald Rosenfeld},
TITLE = {Large-scale Topic Detection and Language Model Adaptation},
INSTITUTION = {School of Computer Science, Carnegie Mellon University},
YEAR = {1997}
}
@INCOLLECTION{schultz02towards,
AUTHOR = {J. Michael Schultz and Mark Y. Liberman},
TITLE = {Towards a Universal Dictionary for Multi-language IR Applications},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {225--242}
}
@INPROCEEDINGS{stokes01combining,
AUTHOR = {Nicola Stokes and Joe Carthy},
TITLE = {Combining semantic and syntactic document classifiers to improve first story detection},
BOOKTITLE = {Proceedings of the 24rd annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2001},
PAGES = {424--425},
LOCATION = {New Orleans, LA, USA},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{stokes02segmenting,
AUTHOR = {Nicola Stokes and Joe Carthy and Alan F. Smeaton},
TITLE = {Segmenting Broadcast News Streams using Lexical Chains},
BOOKTITLE = {Proceedings of STarting AI Researchers Symposium, (STAIRS 2002)},
PAGES = {145--154},
ADDRESS = {Lyon, France},
YEAR = {2002}
}
@INPROCEEDINGS{stokes00lexical,
AUTHOR = {Nicola Stokes and Paula Hatch and Joe Carthy},
TITLE = {Lexical semantic relatedness and online new event detection},
BOOKTITLE = {Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2000},
PAGES = {324--325},
LOCATION = {Athens, Greece}
}
@INPROCEEDINGS{swan99extracting,
AUTHOR = {Russell Swan and James Allan},
TITLE = {Extracting significant time varying features from text},
BOOKTITLE = {Proceedings of the eighth international conference on Information and Knowledge management ({CIKM-99})},
YEAR = {1999},
PAGES = {38--45},
LOCATION = {Kansas City, Missouri, United States},
PUBLISHER = {ACM Press}
}
@INCOLLECTION{yamron02statistical,
AUTHOR = {J. P. Yamron and L. Gillick and P. van Mulbregt and S. Knecht},
TITLE = {Statistical Models of Topical Content},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {115--134}
}
@INPROCEEDINGS{yang00improving,
AUTHOR = {Yiming Yang and Tom Ault and Thomas Pierce and Charles W. Lattimer},
TITLE = {Improving text categorization methods for event tracking},
BOOKTITLE = {Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2000},
PAGES = {65--72},
LOCATION = {Athens, Greece},
PUBLISHER = {ACM Press}
}
@ARTICLE{yang99learning,
AUTHOR = {Yiming Yang and Jaime Carbonell and Ralf Brown and Thomas Pierce and Brian T. Archibald and Xin Liu},
TITLE = {Learning Approaches for Detecting and Tracking News Events},
JOURNAL = {IEEE Intelligent Systems Special Issue on Applications of Intelligent Information Retrieval},
VOLUME = {14},
NUMBER = {4},
YEAR = {1999},
PAGES = {32--43},
ANNOTE = {A good introduction to Event (Topic) Detection and Tracking}
}
@INPROCEEDINGS{yang98study,
AUTHOR = {Yiming Yang and Thomas Pierce and Jaime Carbonell},
TITLE = {A Study on Retrospective and On-Line Event Detection},
BOOKTITLE = { Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {1998},
PAGES = {28--36},
PUBLISHER = { ACM Press},
LOCATION = {Melbourne, Australia},
ANNOTE = {The paper presents the CMU approach to event detection and corresponding results. They used GAC-clustering for retrospective and INCR clustering for on-line detection.}
}
@INCOLLECTION{yang02multistrategy,
AUTHOR = {Yiming Yang and Jaime Carbonell and Ralf Brown and John Lafferty and Thomas Pierce and Thomas Ault},
TITLE = {Multi-strategy learning for TDT},
BOOKTITLE = {Topic Detection and Tracking -- Event-based Information Organization},
EDITOR = {James Allan},
PUBLISHER = {Kluwer Academic Publisher},
YEAR = {2002},
PAGES = {85--114}
}
@INPROCEEDINGS{yang02topic,
AUTHOR = {Yiming Yang and Jian Zhang and Jaime Carbonell and Chun Jin},
TITLE = {Topic-conditioned novelty detection},
BOOKTITLE = {Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining},
YEAR = {2002},
PAGES = {688--693},
LOCATION = {Edmonton, Alberta, Canada},
PUBLISHER = {ACM Press}
}
@INPROCEEDINGS{zhang02novelty,
AUTHOR = {Yi Zhang and Jamie Callan and Thomas Minka},
TITLE = {Novelty and redundancy detection in adaptive filtering},
BOOKTITLE = {Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval},
YEAR = {2002},
ISBN = {1-58113-561-0},
PAGES = {81--88},
LOCATION = {Tampere, Finland},
DOI = {http://doi.acm.org/10.1145/564376.564393},
PUBLISHER = {ACM Press}
}