Search results for " artificial intelligence"

showing 2 items of 1992 documents

Application of the Information Bottleneck method to discover user profiles in a Web store

2018

The paper deals with the problem of discovering groups of Web users with similar behavioral patterns on an e-commerce site. We introduce a novel approach to the unsupervised classification of user sessions, based on session attributes related to the user click-stream behavior, to gain insight into characteristics of various user profiles. The approach uses the agglomerative Information Bottleneck (IB) algorithm. Based on log data for a real online store, efficiency of the approach in terms of its ability to differentiate between buying and non-buying sessions was validated, indicating some possible practical applications of the our method. Experiments performed for a number of session sampl…

unsupervised classificationComputer science02 engineering and technologyE-commerceCustomer profile020204 information systems0202 electrical engineering electronic engineering information engineeringe-commerceWeb storeCluster analysisUser profileInformation retrievalbusiness.industrycustomer profileBehavioral patternInformation bottleneck methoddata miningComputer Science Applicationsmachine learningComputational Theory and MathematicsAgglomerative Information Bottleneck020201 artificial intelligence & image processinguser profilebusinessclusteringInformation SystemsJournal of Organizational Computing and Electronic Commerce
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Systems Approaches in the Enterprise Architecture Field of Research: A Systematic Literature Review

2018

This study explores the use of the systems approaches (systems thinking and systems theories) as the theoretical underpinnings for Enterprise Architecture (EA) research. Both the academic and the practitioner communities have maintained an interest in EA due to its potential benefits, promising for the recent technological and business advances. EA as a research area is, however, characterized by diversified views depicted in different definitions of the concept, and no acknowledged common theoretical foundation. A number of prior studies have noticed this gap in the EA field of research, and called for a strengthening of the theory of EA. Variegated systems approaches have been suggested a…

yritysarkkitehtuuriliterature reviewComputer scienceManagement scienceComputingMethodologies_MISCELLANEOUSFoundation (evidence)Enterprise architecture02 engineering and technologySystems approachesField (geography)systems approachesEmpirical researchSystematic reviewSystems theorysysteemiteoria020204 information systems0202 electrical engineering electronic engineering information engineering020201 artificial intelligence & image processingSystems thinkingkokonaisarkkitehtuurisystems theorysysteemiajattelu
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