The Semantic Web and the Next Generation of Human Computation

Semantic Web Technologies and Human Computation systems have great promise in working together. Human Computation has been used as a solution to help with curating Semantic Web data in the Linked Open Data cloud. In turn, the Semantic Web helps could be used to provide better user continuity and platform consistency across Human Computation systems, allowing for more complex, connected and global Human Computation system to be explored. In this chapter we explore previous work in this combination of the Semantic Web and Human Computation, and raise some challenges and research goals for future work.

[1]  Luis von Ahn Games with a Purpose , 2006, Computer.

[2]  Irwin King,et al.  A Survey of Human Computation Systems , 2009, 2009 International Conference on Computational Science and Engineering.

[3]  Harald Sack,et al.  WhoKnows? Evaluating linked data heuristics with a quiz that cleans up DBpedia , 2011, Interact. Technol. Smart Educ..

[4]  Wendy Hall,et al.  The Semantic Web Revisited , 2006, IEEE Intelligent Systems.

[5]  Denny Vrandecic,et al.  Crowdsourcing tasks in linked data management , 2011 .

[6]  Lynda Hardman,et al.  Smart Style on the Semantic Web , 2002, Semantic Web Workshop.

[7]  Mark D. Wilkinson,et al.  SADI Semantic Web Services - ‚cause you can't always GET what you want! , 2009, 2009 IEEE Asia-Pacific Services Computing Conference (APSCC).

[8]  Praveen Paritosh,et al.  The anatomy of a large-scale human computation engine , 2010, HCOMP '10.

[9]  Gianluca Demartini,et al.  ZenCrowd: leveraging probabilistic reasoning and crowdsourcing techniques for large-scale entity linking , 2012, WWW.

[10]  Martin Hepp,et al.  Games with a Purpose for the Semantic Web , 2008, IEEE Intelligent Systems.

[11]  Elena Paslaru Bontas Simperl,et al.  SpotTheLink: A Game for Ontology Alignment , 2011, Wissensmanagement.

[12]  Harald Sack,et al.  RISQ! Renowned Individuals Semantic Quiz: a Jeopardy like quiz game for ranking facts , 2011, I-Semantics '11.

[13]  Jens Lehmann,et al.  DBpedia: A Nucleus for a Web of Open Data , 2007, ISWC/ASWC.

[14]  Martin Hepp,et al.  OntoGame: Weaving the Semantic Web by Online Games , 2008, ESWC.

[15]  Jane Yung-jen Hsu,et al.  MuSweeper: An Extensive Game for Collecting Mutual Exclusions , 2011, Human Computation.

[16]  Elena Paslaru Bontas Simperl,et al.  SpotTheLink: playful alignment of ontologies , 2011, SAC '11.

[17]  Teresa Doran,et al.  IEEE 1220: for practical systems engineering , 2006, Computer.

[18]  Chris Anderson The long tail : how endless choice is creating unlimited demand , 2006 .

[19]  Harald Sack,et al.  Collaboratively Patching Linked Data , 2012, ArXiv.

[20]  Emanuele Della Valle,et al.  UrbanMatch - linking and improving Smart Cities Data , 2012, LDOW.

[21]  Joshua Shinavier Functional Programs as Linked Data , 2007, SFSW.