Book Chapter10.1016/S1574-9576(06)80005-5
Capturing basic semantics exploiting RDF-oriented classification.
Vincenzo Loia,Sabrina Senatore +1 more
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TL;DR: In this paper, the authors propose a semantic RDF-oriented classification of documents as prerequisite for a suitable characterization of relationships between concepts and web resources, based on a web service infrastructure for semantic-based information discovery.
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Abstract: Semantic Web, as extension of the current one, promises to provide more automated services based on machine-processable semantics of data and heuristics that make use of metadata. A key challenge of the Semantic Web is the adaptation of Web contents according to web parameters, ontologies, dictionaries. Processing metadata scalability involves infrastructures to interpret, translate and convert different metadata languages automatically. In addition, contextual information and user exigencies should also be considered to assure flexible and proactive interaction. The emergence of sharing semantic knowledge moves towards comfortable reuse of knowledge (thanks to the availability of metadata dictionaries) and machine-processable semantics of data, (through agent-based services, middleware applications, ontology-based system). In this sense, benefits of garnering information come from middle-way services (brokering, matchmaking assistance) aimed to enable more interoperability among heterogeneous approaches. This work is based on a web service infrastructure for semantic-based information discovery. Through techniques of fuzzy clustering, human comprehensible information (relevant metadata) are captured from an RDF-oriented collection of machine-readable documents, in order to support semantic navigation into the Web that is very heterogeneous space, in terms of languages, dictionaries and ontologies. This approach proposes a semantic RDF-oriented classification of documents as prerequisite for a suitable characterization of relationships between concepts and web resources.
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Citations
SWRL-F: a fuzzy logic extension of the semantic web rule language
Tomasz Wiktor Wlodarczyk,Chunming Rong,Marting O'Connor,Mark A. Musen +3 more
- 25 May 2011
TL;DR: In this paper, an extension of SWRL called SWRL-F is proposed to provide a standard-based, simple and functioning solution to handle uncertainty and imprecision in Semantic Web technologies.
Patent
Robust indexing and retrieval of electronic ink
Kumar Chellapilla,John Platt +1 more
- 04 Apr 2006
TL;DR: In this paper, a system and method that facilitates indexing and retrieving electronic ink objects with improved efficiency and accuracy is provided, where handwritten words or characters are mapped to a low dimension through a process of segmentation, stroke classification using a neural network, and projection along directions found using OPCA, for example.
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Tractability method for ontology development of Semantic Web
Kamaluddeen Usman Danyaro,Jafreezal Jaafar,Mohd Shahir Liew +2 more
- 28 Jun 2011
TL;DR: The querying method facilitates the tractability in reasoning and logical systems and is found to follow the tradition of knowledge representation and reasoning processes to develop a Semantic Web.
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References
The Ontolingua Server
TL;DR: The Ontolingua Server as mentioned in this paper is a set of tools and services to support the process of achieving consensus on commonly shared ontologies by geographically distributed groups, and it allows users to publish, browse, create and edit ontologies stored on an ontology server.
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Annotea: an open RDF infrastructure for shared Web annotations
TL;DR: The paper presents the overall design of Annotea and describes some of the issues the project has faced and how it has solved them, including combining RDF with XPointer, XLink, and HTTP.
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P-FCM: a proximity—based fuzzy clustering
TL;DR: The proximity type of auxiliary information is discussed in the context of Web mining where clusters of Web pages are built in presence of some proximity information provided by a user who assesses (assigns) these degrees on a basis of some personal preferences.
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SEAL - A Framework for Developing SEmantic Web PortALs
Alexander Maedche,Alexander Maedche,Steffen Staab,Steffen Staab,Nenad Stojanovic,Rudi Studer,Rudi Studer,Rudi Studer,York Sure,York Sure +9 more
- 09 Jul 2001
TL;DR: The role that semantic structures make for establishing communication between different agents in general are discussed and a number of intelligent means that make semantic web sites accessible from the outside are elaborate.
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