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Semantic Acquisition Games

Harnessing Manpower for Creating Semantics

Jakub Šimko, Mária Bieliková (Autoren)

Buch | Softcover

IX, 141 Seiten

2014
Springer International Publishing (Verlag)
9783319061146 (ISBN)

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Many applications depend on the effective acquisition of semantic metadata, and this state-of-the-art volume provides extensive coverage of the field of semantics acquisition games (SAGs). SAGs are a part of the crowdsourcing approach family and the authors analyze their role as tools for acquisition of resource metadata and domain models. Three case studies of SAG-based semantics acquisition methods are shown, along with other existing SAGs: 1. the Little Search Game - a search query formulation game using negative search, serving for acquisition of lightweight semantics. 2. the PexAce - a card game acquiring annotations to images. 3. the CityLights - a SAG used for validation of music metadata. The authors also look at the SAGs from their design perspectives covering SAG design issues and existing patterns, including several novel patterns. For solving cold start problems, a "helper artifact" scheme is presented, and for dealing with malicious player behavior, a posteriori cheating detection scheme is given. The book also presents methods for assessing information about player expertise, which can be used to make SAGs more effective in terms of useful output.

Introduction.- Part I Games for Semantics Acquisition.- State-of-the-art: semantics acquisition and crowdsourcing.- State-of-the-art: Semantics Acquisition Games.- Little Search Game: lightweight domain modeling.- PexAce: a method for image metadata acquisition.- CityLights: a method for music metadata validation.- Part II Designing the Semantics Acquisition Games.- State-of-the-art: design of the semantics acquisition games.- Our SAGs: design aspects and improvements.- Looking Ahead.

Erscheint lt. Verlag	25.4.2014
Zusatzinfo	IX, 141 p. 28 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	242 g
Themenwelt	Mathematik / Informatik ► Informatik ► Betriebssysteme / Server
	Mathematik / Informatik ► Informatik ► Datenbanken
	Informatik ► Software Entwicklung ► User Interfaces (HCI)
	Mathematik / Informatik ► Informatik ► Web / Internet
Schlagworte	design issues • game with a purpose • human computation • semantics acquisition • semantic web
ISBN-13	9783319061146 / 9783319061146
Zustand	Neuware