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His research interests include knowledge management. Web analysis and mining, artificial intelligence, business intelligence applications, and human-computer interaction. He is author of more than 120 articles covering medical informatics, homeland security, semantic retrieval, search algorithms, knowledge management, and Web computing in leading(More)
A major challenge facing all law-enforcement and intelligence-gathering organizations is accurately and efficiently analyzing the growing volumes of crime data. Detecting cybercrime can likewise be difficult because busy network traffic and frequent online transactions generate large amounts of data, only a small portion of which relates to illegal(More)
Research shows that recommendations comprise a valuable service for users of a digital library [11]. While most existing recommender systems rely either on a content-based approach or a collaborative approach to make recommendations, there is potential to improve recommendation quality by using a combination of both approaches (a hybrid approach). In this(More)
While the Web has become a worldwide platform for communication, terrorists share their ideology and communicate with members on the " Dark Web " —the reverse side of the Web used by terrorists. Currently, the problems of information overload and difficulty to obtain a comprehensive picture of terrorist activities hinder effective and efficient analysis of(More)
Introduction As the Internet grows in popularity worldwide, more users want to access Web content in their native languages. A report published in September 2002 shows that the majority of the total global online population (63.5%) lives in non-English-speaking areas (Global–Reach, 2002). Moreover , that population was estimated to grow from 403.5 million(More)
Nowadays, information overload hinders the discovery of business intelligence on the World Wide Web. Existing business intelligence tools suffer from a lack of analysis and visualization capabilities and traditional result list display by search engines often overwhelms business analysts with irrelevant information. Thus, developing tools that enable better(More)
To make good decisions, businesses try to gather good intelligence information. Yet managing and processing a large amount of unstructured information and data stand in the way of greater business knowledge. An effective business intelligence tool must be able to access quality information from a variety of sources in a variety of forms, and it must support(More)
Event visualization holds the promise of alleviating information overload in human analysis and numerous tools and techniques have been developed and evaluated. However, previous work does not specifically address either the coordination of event dimensions with the types of tasks involved or the way that visualizing different event dimensions can benefit(More)