Optimal determination of user-oriented clusters: an application for the reproductive plan
Proceedings of the Second International Conference on Genetic Algorithms on Genetic algorithms and their application
Adaptation in natural and artificial systems
Adaptation in natural and artificial systems
Overview of the first TREC conference
SIGIR '93 Proceedings of the 16th annual international ACM SIGIR conference on Research and development in information retrieval
Automatic text decomposition using text segments and text themes
Proceedings of the the seventh ACM conference on Hypertext
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Using sentence-selection heuristics to rank text segments in TXTRACTOR
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
Modern Information Retrieval
A critique and improvement of an evaluation metric for text segmentation
Computational Linguistics
Topic segmentation: algorithms and applications
Topic segmentation: algorithms and applications
Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Computational Linguistics
TextTiling: segmenting text into multi-paragraph subtopic passages
Computational Linguistics
Advances in domain independent linear text segmentation
NAACL 2000 Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference
Text segmentation based on similarity between words
ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics
A statistical model for domain-independent text segmentation
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Discourse segmentation of multi-party conversation
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Using Text Segmentation to Enhance the Cluster Hypothesis
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
Thematic Segment Retrieval Revisited
AIMSA '08 Proceedings of the 13th international conference on Artificial Intelligence: Methodology, Systems, and Applications
TOWARD A MORE GLOBAL AND COHERENT SEGMENTATION OF TEXTS
Applied Artificial Intelligence
Semi-automatic training sets acquisition for handwriting recognition
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Similarity-based training set acquisition for continuous handwriting recognition
Information Sciences: an International Journal
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This paper describes SegGen, a new algorithm for linear text segmentation on general corpuses. It aims to segment texts into thematic homogeneous parts. Several existing methods have been used for this purpose, based on a sequential creation of boundaries. Here, we propose to consider boundaries simultaneously thanks to a genetic algorithm. SegGen uses two criteria: maximization of the internal cohesion of the formed segments and minimization of the similarity of the adjacent segments. First experimental results are promising and SegGen appears to be very competitive compared with existing methods.