Novelty and redundancy detection in adaptive filtering
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development 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
Newsjunkie: providing personalized newsfeeds via analysis of information novelty
Proceedings of the 13th international conference on World Wide Web
Modern Database Management (7th Edition)
Modern Database Management (7th Edition)
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
The nature of novelty detection
Information Retrieval
MySQL Database Design and Tuning (Developer's Library)
MySQL Database Design and Tuning (Developer's Library)
Blog search and mining in the business domain
Proceedings of the 2007 international workshop on Domain driven data mining
Machine learning techniques for business blog search and mining
Expert Systems with Applications: An International Journal
Optimize databases for health monitoring systems
Proceedings of the 1st international conference on PErvasive Technologies Related to Assistive Environments
High performance mysql, 2nd edition
High performance mysql, 2nd edition
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
Detecting cyber security threats in weblogs using probabilistic models
PAISI'07 Proceedings of the 2007 Pacific Asia conference on Intelligence and security informatics
Detecting novel business blogs
ICICS'09 Proceedings of the 7th international conference on Information, communications and signal processing
International Journal of Advanced Pervasive and Ubiquitous Computing
PsyDis: Towards a diagnosis support system for psychological disorders
Expert Systems with Applications: An International Journal
A data-centric approach to feed search in blogs
International Journal of Web Engineering and Technology
| Hi-index | 12.05 |
The widespread growth of business blogs has created opportunities for companies as channels of marketing, communication, customer feedback, and mass opinion measurement. However, many blogs often contain similar information and the sheer volume of available information really challenges the ability of organizations to act quickly in today's business environment. Thus, novelty mining can help to single out novel information out of a massive set of text documents. This paper explores the feasibility and performance of novelty mining and database optimization of business blogs, which have not been studied before. The results show that our novelty mining system can detect novelty in our dataset of business blogs with very high accuracy, and that database optimization can significantly improve the performance.