Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
Information retrieval
Scaling question answering to the Web
Proceedings of the 10th international conference on World Wide Web
Clio: a semi-automatic tool for schema mapping
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Document Warehousing and Text Mining: Techniques for Improving Business Operations, Marketing, and Sales
Clustering Algorithms
Introduction to Modern Information Retrieval
Introduction to Modern Information Retrieval
Discovery-Driven Exploration of OLAP Data Cubes
EDBT '98 Proceedings of the 6th International Conference on Extending Database Technology: Advances in Database Technology
The Lotus Knowledge Discovery System: tools and experiences
IBM Systems Journal
Text analysis and knowledge mining system
IBM Systems Journal
Information integration: A research agenda
IBM Systems Journal
Information integration: A new generation of information technology
IBM Systems Journal
Proceedings of the twenty-fourth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Towards automatic association of relevant unstructured content with structured query results
Proceedings of the 14th ACM international conference on Information and knowledge management
Taxonomies by the numbers: building high-performance taxonomies
Proceedings of the 14th ACM international conference on Information and knowledge management
Understanding complex IT environments using information analytics and visualization
Proceedings of the 2007 symposium on Computer human interaction for the management of information technology
An algebra for specifying valid compound terms in faceted taxonomies
Data & Knowledge Engineering
Proceedings of the 2007 ACM SIGMOD international conference on Management of data
TOWARD A SYNERGY BETWEEN SIMULATION AND KNOWLEDGE MANAGEMENT FOR BUSINESS INTELLIGENCE
Cybernetics and Systems
Information Systems Management
SBI: a semantic framework to support business intelligence
OBI '08 Proceedings of the first international workshop on Ontology-supported business intelligence
Relaxation in text search using taxonomies
Proceedings of the VLDB Endowment
SCORE: symbiotic context oriented information retrieval
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Multimodal social intelligence in a real-time dashboard system
The VLDB Journal — The International Journal on Very Large Data Bases
Model-driven restricted-domain adaptation of question answering systems for business intelligence
Proceedings of the 2nd International Workshop on Business intelligencE and the WEB
Incremental learning optimization on knowledge discovery in dynamic business intelligent systems
Journal of Global Optimization
Extracting dimensions for OLAP on multidimensional text databases
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part II
BISON: providing business information analysis as a service
EDBT'06 Proceedings of the 10th international conference on Advances in Database Technology
Affording Mechanisms: An Integrated View of Coordination and Knowledge Management
Computer Supported Cooperative Work
Case study: The case of EAI facilitating knowledge management integration in local government domain
International Journal of Information Management: The Journal for Information Professionals
International Journal of Knowledge Management
International Journal of Web Portals
International Journal of Knowledge Management
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Enterprise executives understand that timely, accurate knowledge can mean improved business performance. Two technologies have been central in improving the quantitative and qualitative value of the knowledge available to decision makers: business intelligence and knowledge management. Business intelligence has applied the functionality, scalability, and reliability of modern database management systems to build ever-larger data warehouses, and to utilize data mining techniques to extract business advantage from the vast amount of available enterprise data. Knowledge management technologies, while less mature than business intelligence technologies, are now capable of combining today's content management systems and the Web with vastly improved searching and text mining capabilities to derive more value from the explosion of textual information. We believe that these systems will blend over time, borrowing techniques from each other and inspiring new approaches that can analyze data and text together, seamlessly. We call this blended technology BIKM. In this paper, we describe some of the current business problems that require analysis of both text and data, and some of the technical challenges posed by these problems. We describe a particular approach based on an OLAP (on-line analytical processing) model enhanced with text analysis, and describe two tools that we have developed to explore this approach--eClassifier performs text analysis, and Sapient integrates data and text through an OLAP-style interaction model. Finally, we discuss some new research that we are pursuing to enhance this approach.