Designing a language for creating conceptual browsing interfaces for digital libraries
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Topic themes for multi-document summarization
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Learning Domain Ontologies from Document Warehouses and Dedicated Web Sites
Computational Linguistics
Summarizing large document sets using concept-based clustering
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Computational foundations for personalizing instruction with digital libraries
International Journal on Digital Libraries - Special Issue on Educational digital libraries on the verge
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
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This paper describes an extractive summarizer for educational science content called COGENT. COGENT extends MEAD based on strategies elicited from an empirical study with domain and instructional experts. COGENT implements a hybrid approach integrating both domain independent sentence scoring features and domain-aware features. Initial evaluation results indicate that COGENT outperforms existing summarizers and generates summaries that closely resemble those generated by human experts.