6533b7d1fe1ef96bd125c211

RESEARCH PRODUCT

Semantic technologies for industry: From knowledge modeling and integration to intelligent applications

Roberto BasiliArianna PipitoneFedelucio NarducciPasquale LopsMarco De GemmisMaurizio LenzeriniCataldo MustoAlessandro MoschittiPierpaolo BasileLuciano SerafiniGiovanni SemeraroPiero PocciantiChiara GhidiniRoberto Pirrone

subject

Computer scienceKnowledge RepresentationRecommender systemcomputer.software_genreNLPIndustrial ApplicationsWorld Wide WebKnowledge modelingSemantic TechnologiesArtificial Intelligencesemantic searchontologiesKnowledge Representation; Semantic Technologies; Industrial Applicationsinformation retrievalSoftware systembusiness.industrySemantic searchSketchBPMSemantic technologyApplications of artificial intelligenceNLP information retrieval semantic search recommender systems ontologies BPMrecommender systemsWeb servicebusinesscomputer

description

Artificial Intelligence technologies are growingly used within several software systems ranging from Web services to mobile applications. It is by no doubt true that the more AI algorithms and methods are used the more they tend to depart from a pure "AI" spirit and end to refer to the sphere of standard software. In a sense, AI seems strongly connected with ideas, methods and tools that are not (yet) used by the general public. On the contrary, a more realistic view of it would be a rich and pervading set of successful paradigms and approaches. Industry is currently perceiving semantic technologies as a key contribution of AI to innovation. In this paper a survey of current industrial experiences is used to discuss different semantic technologies at work in heterogeneous areas, ranging from Web services to semantic search and recommender systems.The resulting picture confirms the vitality of the area and allows to sketch a general taxonomy of approaches, that is the main contribution of this paper.

yearjournalcountryeditionlanguage
2013-01-01Intelligenza Artificiale
https://doi.org/10.3233/ia-130054