Probabilistic and genetic algorithms in document retrieval
Communications of the ACM
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
CYBERMAP: yet another way of navigating in hyperspace
HYPERTEXT '91 Proceedings of the third annual ACM conference on Hypertext
Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Scalable Internet resource discovery: research problems and approaches
Communications of the ACM
Journal of the American Society for Information Science
Map displays for information retrieval
Journal of the American Society for Information Science
Improved algorithms for topic distillation in a hyperlinked environment
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
A smart itsy bitsy spider for the web
Journal of the American Society for Information Science - Special topic issue: artificial intelligence techniques for emerging information systems applications
Comparing noun phrasing techniques for use with medical digital library tools
Journal of the American Society for Information Science - Special topic issue on digital libraries: part 2
Normalized Cuts and Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Demonstration of hierarchical document clustering of digital library retrieval results
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
MetaSpider: meta-searching and categorization on the Web
Journal of the American Society for Information Science and Technology
Communications of the ACM
Techniques of Cluster Algorithms in Data Mining
Data Mining and Knowledge Discovery
Mining a web citation database for author co-citation analysis
Information Processing and Management: an International Journal
Web Search Using a Genetic Algorithm
IEEE Internet Computing
Genetic Algorithm and Graph Partitioning
IEEE Transactions on Computers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic Topic Identification Using Webpage Clustering
ICDM '01 Proceedings of the 2001 IEEE International Conference on Data Mining
A Framework for Collaboration and Knowledge Management
HICSS '01 Proceedings of the 34th Annual Hawaii International Conference on System Sciences ( HICSS-34)-Volume 1 - Volume 1
The Eyes Have It: A Task by Data Type Taxonomy for Information Visualizations
VL '96 Proceedings of the 1996 IEEE Symposium on Visual Languages
A Browsing System for a Database Using Visualization of User Preferences
IV '00 Proceedings of the International Conference on Information Visualisation
Visualizing the non-visual: spatial analysis and interaction with information from text documents
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Metaheuristics in combinatorial optimization: Overview and conceptual comparison
ACM Computing Surveys (CSUR)
Studying information seeking on the non-English Web: An experiment on a Spanish business Web portal
International Journal of Human-Computer Studies - Human-computer interaction research in the managemant information systems discipline
Journal of the American Society for Information Science and Technology
News cues: Information scent and cognitive heuristics: Research Articles
Journal of the American Society for Information Science and Technology
Journal of Management Information Systems
Visualization of web spaces: state of the art and future directions
ACM SIGMIS Database
International Journal of Human-Computer Studies
Web searching in a multilingual world
Communications of the ACM - Web searching in a multilingual world
Dynamic interactive framework to link business intelligence with strategy
International Journal of Information Technology and Management
Visualized cognitive knowledge map integration for P2P networks
Decision Support Systems
Browsing the underdeveloped Web: An experiment on the Arabic Medical Web Directory
Journal of the American Society for Information Science and Technology
Heuristic-Based Approach for Constructing Hierarchical Knowledge Structures
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Desktop search engine visualisation and evaluation
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Building a directory for the underdeveloped web: an experiment on the Arabic medical web directory
ICADL'07 Proceedings of the 10th international conference on Asian digital libraries: looking back 10 years and forging new frontiers
Constructing tree-based knowledge structures from text corpus
Applied Intelligence
Visualizing web search results using glyphs: Design and evaluation of a flower metaphor
ACM Transactions on Management Information Systems (TMIS)
Task and Social Information Seeking: Whom Do We Prefer and Whom Do We Approach?
Journal of Management Information Systems
Designing a social-broadcasting-based business intelligence system
ACM Transactions on Management Information Systems (TMIS)
Analyzing Online Review Helpfulness Using a Regressional ReliefF-Enhanced Text Mining Method
ACM Transactions on Management Information Systems (TMIS)
Customer Knowledge Management and E-commerce: The role of customer perceived risk
International Journal of Information Management: The Journal for Information Professionals
Discovering business intelligence from online product reviews: A rule-induction framework
Expert Systems with Applications: An International Journal
Integrating decision support and social networks
Advances in Human-Computer Interaction
Evaluation of visual aid suite for desktop searching
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Business Intelligence and Analytics: Research Directions
ACM Transactions on Management Information Systems (TMIS)
Concept comparison engines: A new frontier of search
Decision Support Systems
Audience targeting by B-to-B advertisement classification: A neural network approach
Expert Systems with Applications: An International Journal
Task and Social Information Seeking: Whom Do We Prefer and Whom Do We Approach?
Journal of Management Information Systems
Journal of Management Information Systems
What's buzzing in the blizzard of buzz? Automotive component isolation in social media postings
Decision Support Systems
BizPro: Extracting and categorizing business intelligence factors from textual news articles
International Journal of Information Management: The Journal for Information Professionals
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Information overload often hinders knowledge discovery on the Web. Existing tools lack analysis and visualization capabilities. Search engine displays often overwhelm users with irrelevant information. This research proposes a visual framework for knowledge discovery on the Web. The framework incorporates Web mining, clustering, and visualization techniques to support effective exploration of knowledge. Two new browsing methods were developed and applied to the business intelligence domain: Web community uses a genetic algorithm to organize Web sites into a tree format; knowledge map uses a multidimensional scaling algorithm to place Web sites as points on a screen. Experimental results show that knowledge map outperformed Kartoo, a commercial search engine with graphical display, in terms of effectiveness and efficiency. Web community was found to be more effective, efficient, and usable than result list. Our visual framework thus helps to alleviate information overload on the Web and offers practical implications for search engine developers.