An algorithm for suffix stripping
Readings in information retrieval
Retrieval and novelty detection at the sentence level
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Novelty detection based on sentence level patterns
Proceedings of the 14th ACM international conference on Information and knowledge management
Improving the estimation of relevance models using large external corpora
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
LDA-based document models for ad-hoc retrieval
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Machine learning techniques for business blog search and mining
Expert Systems with Applications: An International Journal
Re-ranking search results using document-passage graphs
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Combining named entities and tags for novel sentence detection
Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval
Sentence-Level Novelty Detection in English and Malay
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Design and development of a mobile peer-to-peer social networking application
Expert Systems with Applications: An International Journal
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Introduction to Mobile Information Retrieval
IEEE Intelligent Systems
Blended metrics for novel sentence mining
Expert Systems with Applications: An International Journal
Evaluation of novelty metrics for sentence-level novelty mining
Information Sciences: an International Journal
Database optimization for novelty detection
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Detecting novel business blogs
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
Multilingual sentence categorization and novelty mining
Information Processing and Management: an International Journal
International Journal of Advanced Pervasive and Ubiquitous Computing
Adaptable Services for Novelty Mining
International Journal of Systems and Service-Oriented Engineering
Design of an intelligent novelty detection application
International Journal of Innovative Computing and Applications
Dimensionality reduction for blog tag mining
International Journal of Web Engineering and Technology
Chinese categorization and novelty mining
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part II
Probabilistic Models for Social Media Mining
International Journal of Information Technology and Web Engineering
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This paper describes the development of an intelligent system for sentence retrieval and novelty mining. Knowledge and software engineering techniques are used for the development, implementation and evaluation strategies for relevant sentence retrieval and novelty mining using blended metrics. Moreover, we describe our novelty mining system with result aggregation, which can greatly facilitate users to find novel information. The experimental results on TREC 2003 and TREC 2004 novelty track data demonstrate the usefulness of our intelligent novelty mining system in a variety of performance situations and user settings. By considering the special issues based on domain knowledge, our intelligent novelty mining system can help to discover novelty that can support business people who are making domain-pertinent actionable decisions.