Web semantics for textual and visual information retrieval

"This book presents existing methods and techniques of associating semantics with textual and visual information. Techniques used for associating semantics with information at low level are also elaborated. Methods used for extracting knowledge from web and techniques used for this purpose are...

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Weitere Verfasser:	Singh, Aarti (HerausgeberIn), Dey, Nilanjan (HerausgeberIn), Ashour, Amira (HerausgeberIn), Santhi, V. (HerausgeberIn)
Format:	UnknownFormat
Sprache:	eng
Veröffentlicht:	Hershey IGI Global 2017
Ausgabe:	Premier reference source
Schriftenreihe:	Advances in data mining and database management (ADMDM) book series
Schlagworte:	Semantic Web > Information retrieval > Multimedia systems > Image processing > Digital techniques > Big data > Information Retrieval
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Beschreibung
Zusammenfassung:	"This book presents existing methods and techniques of associating semantics with textual and visual information. Techniques used for associating semantics with information at low level are also elaborated. Methods used for extracting knowledge from web and techniques used for this purpose are explained. It also presents various application areas of semantics oriented multimedia information"-- Section 1. Tools and techniques of information retrieval -- Scope of automation in semantics-driven multimedia information retrieval from Web -- Information retrieval models, trends and techniques -- A study on models and methods of information retrieval systems -- Section 2. Associating semantics with information -- Technique for transformation of data from RDB to XML then to RDF -- Conversion of higher into lower language using machine translation -- Section 3. Extracting knowledge from information -- Knowledge discovery from massive data streams -- Knowledge discovery and big data analytics : issues, challenges, and opportunities -- Section 4. Suggested reading : applicability of semantics driven contents -- Web semantics for personalized information retrieval -- Semantic Web based framework for scientific workflows in e-science -- State of the art information retrieval tools for biological resources -- Role of social networking sites in enhancing teaching environment
Beschreibung:	XX, 290 Seiten Diagramme
ISBN:	9781522524830 978-1-5225-2483-0