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Fraunhofer Institut für Integrierte Publikations-und Informationssysteme IPSI
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PublicationModelle für semantische Web-Anwendungen( 2005)
;Neuhold, E.J. ;Fuchs, M.Niederée, C. -
PublicationThe layer-seeds term clustering method: Enabling proactive situation-aware product recommendations in e-commerce dialogues( 2005)
;Chen, L. ;L'Abbate, M. ;Thiel, U.Neuhold, E.J.In e-commerce it is often crucial to provide customers a large choice of relevant offers. Users, however, seldom provides complete and comprehensive descriptions of their desires, therefore user interfaces are needed that can generate automatically expanded queries to the product database and proactively enrich the ongoing dialogue with recommendations of suitable products. Automatic query expansion is mostly based on thesaurus and/or user profiles. In e-commerce applications, specific thesauri reflecting the webstore's product categories are desirable. This work describes a method for the automatic construction of a thesaurus based on existing categories of documents. A clustering algorithm, the "Layer-Seeds method", is introduced, which facilitates the automatic generation of thesaurus reflecting the specific vocabulary occurring in a given collection of documents. The clustering works on terms extracted from the documents in a certain category and organizes them in a tree-like hierarchical structure-a thesaurus. The thesaurus is then employed for automatic query expansion in an e-commerce application in order to obtain better results for product searching. Experiments yield evidence that a significant increase of user satisfaction is achieved. -
PublicationMatchmaking for business processes based on choreographies( 2004)
;Wombacher, A. ;Frankhauser, P. ;Mahleko, B.Neuhold, E.J. -
PublicationEmergent semantics - Extended and revised version of the DASFAA 2004 paper( 2004)
;Aberer, K. ;Catarci, T. ;Cudre-Mauroux, P. ;Dillon, T. ;Grimm, S. ;Hacid, M.-S. ;Illarramendi, A. ;Jarrar, M. ;Kashyap, V. ;Mecella, M. ;Mena, E. ;Neuhold, E.J. ;Ouksel, A.M. ;Risse, T. ;Scannapieco, M. ;Saltor, F. ;Santis, L. de ;Spaccapietra, S. ;Staab, S. ;Studer, R.Troyer, O. de -
PublicationUsing mobile devices for the classroom of the future( 2004)
;Dawabi, P. ;Wessner, M.Neuhold, E.J. -
PublicationMatchmaking for business processes based on choreographics( 2004)
;Wombacher, A. ;Frankhauser, P. ;Mahleko, B.Neuhold, E.J. -
PublicationDigital libraries as experienced by the editors of the journal. Editorial( 2004)
;Neuhold, E.J.Frommholz, I. -
PublicationIncreasing the customer's choice: query expansion based on the layer-seeds method and its application in e-commerce( 2004)
;Chen, L. ;L'Abbate, M. ;Thiel, U.Neuhold, E.J. -
PublicationCOLLATE - A collaboratory supporting research on historic European films( 2004)
;Thiel, U. ;Brocks, H. ;Frommholz, I. ;Dirsch-Weigand, A. ;Keiper, J. ;Stein, A.Neuhold, E.J. -
PublicationAn architecture for recommendation based service mediation( 2004)
;Mehta, B. ;Niederee, C. ;Stewart, A. ;Muscogiuri, C.Neuhold, E.J.Resource brokering is a crucial activity in Grid infrastructures and other environments with dynamic resource selection. The Mediation between resource requirements and available resources relies on adequate resource description, which becomes a special challenge when the resources are (Grid) services. In addition to the description of service semantics, service quality is another useful selection criteria in effective service mediation. Inspired by the success of community- and usage-pattern-based filtering and recommendation systems for targeted information access, this paper discusses automatic and manual service rating as an option for judging service quality. Such ratings can contribute to targeted service selection and complement the mediation based on service semantics.