Discovering meaning on the go in large heterogenous data

Artificial Intelligence Review

Volumn 40, Issue 2, 2013, Pages 107-126

  Halpin, Harry ^a   McNeill, Fiona ^b  

^a MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^b UNIVERSITY OF EDINBURGH   (United Kingdom)

Author keywords

Dynamic matching; Large data; Meaning; Ontology matching; Semantic Web

Indexed keywords

CUTTING EDGES; DATA INTERPRETATION; DYNAMIC MATCHING; HETEROGENOUS DATA; LARGE DATA; MEANING; ON THE GO; ONTOLOGY MATCHING;

DATA PROCESSING; SEMANTIC WEB;

ONTOLOGY;

EID: 84881171592     PISSN: 02692821     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10462-012-9377-4     Document Type: Article

References (53)

1. Adida B, Birbeck M, McCarron S, Pemberton S (2008) RDFa in XHTML: Syntax and processing. W3C Recommendation, W3C, http://www.w3.org/TR/rdfa-syntax/
2. Angles R, Gutierrez C (2008) Survey of graph database models. ACM Comput Surv 40(1):1-39
3. Auer S, Bizer C, Lehmann J, Kobilarov G, Cyganiak R, Ives Z (2007) DBpedia: a nucleus for a web of open data. In: Proceedings of the international and Asian semantic web conference (ISWC/ASWC2007), Busan, Korea, pp 718-728
4. Aurnhammer M, Hanappe P, Steels L (2006) Augmenting navigation for collaborative tagging with emergent semantics. In: Proceedings of the 5th international conference on the semantic web, ISWC'06, Springer, Berlin, Heidelberg, pp 58-71
5. Baeza-Yates R, Ribeiro-Neto B (1999) Modern information retrieval. Addison Wesley-Longman, New York City
6. Baeza-Yates RA, Ciaramita M, Mika P, Zaragoza H (2008) Towards semantic search. In: Proceedings of conference on applications of natural language to information systems (NLDB), pp 4-11
7. Berners-Lee T (2007) Linked Data. Tech. rep., World Wide Web Consortium, Cambridge, Massachusetts, USA, http://www.w3.org/DesignIssues/LinkedData
8. Bizer C (2004) D2rq - treating non-rdf databases as virtual rdf graphs. In: Proceedings of the 3rd international semantic web conference (ISWC2004)
9. Blanco R, Halpin H, Herzig D, Mika P, Pound J, Thompson H, Duc TT (2011) Entity search evaluation over structured web data. In: Proceedings of the 1st international workshop on entity-oriented sarch workshop on entity-oriented search (SIGIR (2011) ACM, New York, NY, USA
10. Brickley D, Guha RV (2004) RDF Vocabulary Description Language 1.0: RDF Schema. Recommendation, W3C, http://www.w3.org/TR/rdf-schema/ (Last accessed on Nov 15th 2008)
11. Buneman P, Chapman A, Cheney J (2006) Provenance management in curated databases. In: Proceedings of the 2006 ACM SIGMOD international conference on management of data, ACM, New York, NY, USA, SIGMOD '06, pp 539-550, http://doi.acm.org/10.1145/1142473.1142534
12. Choi N, Song IY, Han H (2006) A survey on ontology mapping. SIGMOD Rec 35:34-41
13. Crestani F, Dominich S, Lalmas M, van Rijsbergen CJ (2003) Mathematical, logical and formal methods in information retrieval: an introduction to the special issue. J Am Soc Inf Sci Technol 54(4):281-284
14. Cudré-Mauroux P, Haghani P, Jost M, Aberer K, De Meer H (2009) idmesh: graph-based disambiguation of linked data. In: Proceedings of the 18th international conference on world wide web, ACM, New York, NY, USA, WWW '09, pp 591-600
15. Euzenat J, Shvaiko P (2007) Ontology Matching. Springer, Berlin
16. Euzenat J, Valtchev P (2004) Similarity-based ontology alignment in owl-lite. In: ECAI, pp 333-337
17. Euzenat J, Meilicke C, Stuckenschmidt H, Shvaiko P, dos Santos CT (2011) Ontology alignment evaluation initiative: six years of experience. J Data Semant 15:158-192
18. Fan W, Li J, Ma S, Tang N, Yu W (2010) Towards certain fixes with editing rules and master data. Proc VLDB Endow 3(1-2):173-184, http://dl.acm.org/ citation.cfm?id=1920841.1920867
19. Fensel D (2001) Ontologies: a silver bullet for knowledge management and electronic commerce. Springer, London
20. Franklin MJ, Kossmann D, Kraska T, Ramesh S, Xin R (2011) Crowddb: answering queries with crowdsourcing. In: Proceedings of the 2011 ACM SIGMOD international conference on management of data, ACM, New York, NY, USA, SIGMOD '11, pp 61-72
21. Gruber T (2004) Every ontology is a treaty. SIGSEMIS, Bulletin 1
22. Guha RV, Lenat D, (1993) Language, representation and contexts. J Inf Process 15(3):340-349
23. Halpin H (2012) Social semantics: the search for meaning on the web. Springer, London
24. Halpin H, Lavrenko V (2011) Relevance feedback between web search and the semantic web. In: Proceedings of the international joint conference on artificial intelligence (IJCAI), Barcelona, Spain, pp 2250-2255
25. Halpin H, Hayes PJ, McCusker JP, McGuinness DL, Thompson HS (2010) When owl: sameas isn't the same: an analysis of identity in linked data. In: Proceedings of the 9th international semantic web conference on the semantic web - vol Part I, Springer, Berlin, Heidelberg, ISWC'10, pp 305-320 http://dl.acm.org/citation.cfm?id=1940281.1940302
26. Havely A (2005) Why your data won't mix. ACM Queue 3(8):50-58
27. Hayes P (2004) RDF Semantics. Recommendation, W3C, http://www.w3.org/TR/ rdf-mt/ (Last accessed Sept. 21st 2008)
28. Hickson I (2012) HTML Microdata. W3C Working Draft, W3C, http://www.w3.org/TR/2011/WD-microdata-20110525
29. Horrocks I, Patel-Schneider P, van Harmelen F (2003) From SHIQ and RDF to OWL: the making of a web ontology language. J Web Semant 1(1):17-26
30. Horrocks I, Parsia B, Patel-Schneider P, Hendler J (2005) Semantic web architecture: stack or two towers? In: Proceedings of the third international conference on principles and practice of semantic web reasoning, Springer, Berlin, Heidelberg, PPSWR'05, pp 37-41
31. Jones KS (2004) What's new about the semantic web?: some questions. SIGIR Forum 38(2):18-23
32. Kalfoglou Y, Schorlemmer M (2003) Ontology mapping: the state of the art. Knowl Eng Rev 18(1):1-31
33. Klyne G, Carroll J (2004) Resource description framework (RDF): concepts and abstract syntax. Recommendation, W3C, http://www.w3.org/TR/rdf-concepts/
34. Kwok C, Etzioni O, Weld DS (2001) Scaling question answering to the web. ACM Trans Inf Syst 19(3): 242-262
35. Mazzieri M, Dragoni AF, Marche UPD (2005) A fuzzy semantics for semantic web languages. In: Proceedings of workshop on uncertainty reasoning for the aemantic web (URSW) at the 4th international semantic web conference (ISWC), pp 12-22
36. McCarthy J, Hayes P (1969) Some philosophical problems from the standpoint of artificial intelligence. In: Meltzer B, Michie D (eds) Machine intelligence, vol 4. Edinburgh University Press, Edinburgh, pp 463-502
37. Mika P (2008) Microsearch: an interface for semantic search. In: Proceedings of semantic search workshop at the European semantic web conference
38. Moraru A, Mladenic D, Vucnik M, Porcius M, Fortuna C, Mohorcic M (2011) Exposing real world information for the web of things. In: Proceedings of the 8th International Workshop on Information Integration on the Web: in conjunction with WWW 2011, ACM, New York, NY, USA, IIWeb '11, pp 6:1-6:6.
39. Noy NF (2004) Semantic integration: a survey of ontology-based approaches. SIGMOD Rec 33:65-70
40. Page L, Brin S, Motwani R, Winograd T (1999) The pagerank citation ranking: Bringing order to the web. Technical report 1999-66, Stanford InfoLab, http://ilpubs.stanford.edu:8090/422/, previous number = SIDL-WP-1999-0120
41. Pentland A (2012) Society's nervous system: building effective government, energy, and public health systems. IEEE Comput 45(1):31-38
42. Putnam H (1975) The meaning of meaning. In: Gunderson K (ed) Language, mind, and knowledge. University of Minnesota Press, Minneapolis
43. Reiter R (1978) Logic and data bases. In: On closed world data bases. Plenum Publishing, New York City, New York
44. Shvaiko P, Euzenat J (2008) Ten challenges for ontology matching. In: OTM conferences (2), pp 1164-1182
45. Shvaiko P, Euzenat J (2012) Ontology matching: state of the art and future challenges. IEEE Trans Knowl Data Eng (to appear)
46. Silverstein C, Marais H, Henzinger M, Moricz M (1999) Analysis of a very large web search engine query log. SIGIR Forum 33(1):6-12
47. Simperl E, Acosta M, Norton B (2012) A semantically enabled architecture for crowdsourced linked data management. In: CrowdSearch WWW2012 workshop proceedings, pp 9-14
48. Togia T (2010) Automated ontology evolution: semantic matching. MSc thesis, unpublished. Available on line at http://dream.inf.ed.ac.uk/projects/ dor/
49. Von Ahn L (2005) Human computation. PhD thesis, Carnegie Mellon University, Pittsburgh, PA, USA, aAI3205378
50. Weinberger D (2007) Everything is miscellaneous: the power of the new digital disorder. Times Books, New York City
51. Wilks Y (2007) Karen Spärck Jones (1935-2007). IEEE Intell Syst 22(3):8-9
52. Wittgenstein L (1953) Philosophical investigations. Blackwell Publishers, London, United Kingdom (republished 2001)
53. Wun A, Petrovi M, Jacobsen HA (2007) A system for semantic data fusion in sensor networks. In: Proceedings of the 2007 inaugural international conference on distributed event-based systems, ACM, New York, NY, USA, DEBS '07, pp 75-79