Pay-as-you-go reconciliation in schema matching networks

Proceedings - International Conference on Data Engineering

Volumn , Issue , 2014, Pages 220-231

  Nguyen, Quoc Viet Hung ^a   Nguyen, Thanh Tam ^a   Miklós, Zoltán ^b   Aberer, Karl ^a   Gal, Avigdor ^c   Weidlich, Matthias ^d  

^a EPFL   (Switzerland)

^b UNIVERSITÉ DE RENNES 1   (France)

^c TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

^d IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

INDUSTRIAL ENGINEERING;

DATABASE SCHEMAS; HIGH PROBABILITY; HUMAN EXPERT; PAY-AS-YOU-GO; PROBABILISTIC MODELING; REAL-WORLD DATASETS; RECONCILIATION PROCESS; SCHEMA MATCHING;

ENGINEERING;

EID: 84901792048     PISSN: 10844627     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDE.2014.6816653     Document Type: Conference Paper

References (46)

1. http://lsirwww.epfl.ch/schema matching.
2. http://www.factual.com.
3. K. Aberer, P. Cudré-Mauroux, and M. Hauswirth, "Start making sense: The Chatty Web approach for global semantic agreements," JWS, pp. 89-114, 2003.
4. D. Aumueller, H.-H. Do, S. Massmann, and E. Rahm, "Schema and ontology matching with coma++," in SIGMOD, 2005, pp. 906-908.
5. K. Belhajjame, N. W. Paton, A. A. A. Fernandes, C. Hedeler, and S. M. Embury, "User feedback as a first class citizen in information integration systems," in CIDR, 2011, pp. 175-183.
6. Z. Bellahsene, A. Bonifati, and E. Rahm, Schema Matching and Mapping. Springer, 2011.
7. P. Bernstein, J. Madhavan, and E. Rahm, "Generic Schema Matching, Ten Years Later," in VLDB, 2011.
8. J. A. Blakeley, P.-A. Larson, and F. W. Tompa, "Efficiently updating materialized views," in SIGMOD, 1986, pp. 61-71.
9. K. Bollacker, C. Evans, P. Paritosh, T. Sturge, and J. Taylor, "Freebase: a collaboratively created graph database for structuring human knowledge," in SIGMOD, 2008, pp. 1247-1250.
10. P. Cudré-Mauroux, K. Aberer, and A. Feher, "Probabilistic Message Passing in Peer Data Management Systems," in ICDE, 2006, pp. 41-52.
11. A. Das Sarma, L. Fang, N. Gupta, A. Halevy, H. Lee, F. Wu, R. Xin, and C. Yu, "Finding related tables," in SIGMOD, 2012, pp. 817-828.
12. G. Di Lorenzo, H. Hacid, H.-y. Paik, and B. Benatallah, "Data integration in mashups," SIGMOD Rec., pp. 59-66, 2009.
13. H. H. Do and E. Rahm, "COMA-A System for Flexible Combination of Schema Matching Approaches," in VLDB, 2002, pp. 610-621.
14. P. Domingos, D. Lowd, S. Kok, H. Poon, M. Richardson, and P. Singla, "Just add weights: Markov logic for the semantic web," in URSW, 2008, pp. 1-25.
15. X. Dong, A. Y. Halevy, and C. Yu, "Data integration with uncertainty," in PVLDB, 2007, pp. 687-698.
16. F. Duchateau, R. Coletta, Z. Bellahsene, and R. J. Miller, "(not) yet another matcher," in CIKM, 2009, pp. 1537-1540.
17. M. Franklin, A. Halevy, and D. Maier, "From databases to dataspaces: a new abstraction for information management," SIGMOD Rec., pp. 27-33, 2005.
18. A. Gal, T. Sagi, M. Weidlich, E. Levy, V. Shafran, Z. Miklós, and N. Hung, "Making sense of top-k matchings: A unified match graph for schema matching," in IIWeb, 2012.
19. A. Gal, Uncertain Schema Matching. Morgan & Claypool, 2011.
20. A. Gal and T. Sagi, "Tuning the ensemble selection process of schema matchers," JIS, pp. 845-859, 2010.
21. F. Glover and C. McMillan, "The general employee scheduling problem. an integration of ms and ai," COR, pp. 563-573, 1986.
22. D. E. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley Longman, 1989.
23. C. Gomes, J. Hoffmann, and A. Sabharwal, "From sampling to model counting," in IJCAI, 2007, pp. 2293-2299.
24. H. Gonzalez, A. Y. Halevy, C. S. Jensen, A. Langen, J. Madhavan, R. Shapley, W. Shen, and J. Goldberg-Kidon, "Google fusion tables: web-centered data management and collaboration," in SIGMOD, 2010, pp. 1061-1066.
25. S. R. Jeffery, M. J. Franklin, and A. Y. Halevy, "Pay-as-you-go user feedback for dataspace systems," in SIGMOD, 2008, pp. 847-860.
26. R. M. Karp, "Reducibility Among Combinatorial Problems," in Complexity of Computer Computations, 1972, pp. 85-103.
27. Y. Lee, M. Sayyadian, A. Doan, and A. S. Rosenthal, "eTuner: tuning schema matching software using synthetic scenarios," JVLDB, pp. 97-122, 2007.
28. J. Madhavan, P. A. Bernstein, A. Doan, and A. Halevy, "Corpus-based schema matching," in ICDE, 2005, pp. 57-68.
29. D. McAllester, B. Selman, and H. Kautz, "Evidence for invariants in local search," in AAAI, 1997, pp. 321-326.
30. R. McCann, W. Shen, and A. Doan, "Matching Schemas in Online Communities: A Web 2.0 Approach," in ICDE, 2008, pp. 110-119.
31. Q. V. H. Nguyen, X. Luong, Z. Mikls, T. Quan, and K. Aberer, "Collaborative schema matching reconciliation," in CoopIS, 2013, pp. 222-240.
32. Q. V. H. Nguyen, T. T. Nguyen, Z. Miklós, and K. Aberer, "On leveraging crowdsourcing techniques for schema matching networks," in DASFAA, 2013, pp. 139-154.
33. Q. V. H. Nguyen, T. K. Wijaya, Z. Miklos, K. Aberer, E. Levy, V. Shafran, A. Gal, and M. Weidlich, "Minimizing Human Effort in Reconciling Match Networks," in ER, 2013.
34. E. Peukert, J. Eberius, and E. Rahm, "AMC-A framework for modelling and comparing matching systems as matching processes," in ICDE, 2011, pp. 1304-1307.
35. E. Rahm and P. A. Bernstein, "A Survey of Approaches to Automatic Schema Matching," JVLDB, pp. 334-350, 2001.
36. H. Roitman and A. Gal, "Ontobuilder: fully automatic extraction and consolidation of ontologies from web sources using sequence semantics," in ICSNW, 2006, pp. 573-576.
37. S. J. Russell, P. Norvig, J. F. Canny, J. M. Malik, and D. D. Edwards, Artificial intelligence: a modern approach. Prentice hall Englewood Cliffs, 1995.
38. A. D. Sarma, X. Dong, and A. Y. Halevy, "Bootstrapping pay-as-you-go data integration systems," in SIGMOD, 2008, pp. 861-874.
39. M. Sayyadian, H. LeKhac, A. Doan, and L. Gravano, "Efficient keyword search across heterogeneous relational databases," in ICDE, 2007, pp. 346-355.
40. C. E. Shannon and W. Weaver, "A mathematical theory of communication," 1948.
41. K. P. Smith, M. Morse, P. Mork, M. Li, A. Rosenthal, D. Allen, L. Seligman, and C. Wolf, "The role of schema matching in large enterprises," in CIDR, 2009.
42. W. Su, J. Wang, and F. Lochovsky, "Holistic schema matching for web query interfaces," in EDBT, 2006, pp. 77-94.
43. P. J. Van Laarhoven and E. H. Aarts, Simulated annealing. Springer, 1987.
44. W. Wei, J. Erenrich, and B. Selman, "Towards efficient sampling: exploiting random walk strategies," in AAAI, 2004, pp. 670-676.
45. Z. Yan, N. Zheng, Z. G. Ives, P. P. Talukdar, and C. Yu, "Actively soliciting feedback for query answers in keyword search-based data integration," in PVLDB, 2013, pp. 205-216.
46. A. V. Zhdanova and P. Shvaiko, "Community-Driven Ontology Matching," in ESWC, 2006, pp. 34-49.