Collective extraction from heterogeneous web lists

Proceedings of the 4th ACM International Conference on Web Search and Data Mining, WSDM 2011

Volumn , Issue , 2011, Pages 445-454

  Machanavajjhala, Ashwin ^a   Iyer, Arun ^a   Bohannon, Philip ^a   Merugu, Srujana ^a  

^a YAHOO RESEARCH   (United States)

Author keywords

Algorithms

Indexed keywords

AUTOMATIC EXTRACTION; EXTRACTION PROCESS; NOVEL SOLUTIONS; REAL WORLD DATA; RENDERING PROCESS;

ALGORITHMS; DATA MINING; INFORMATION RETRIEVAL;

WORLD WIDE WEB;

EID: 79952427109     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1935826.1935894     Document Type: Conference Paper

References (23)

1. E. Agichtein and V. Ganti. Mining reference tables for automatic text segmentation. In KDD, pages 20-29, 2004.
2. M. Alvarez, A. Pan, J. Raposo, F. Bellas, and F. Cacheda. Extracting lists of data records from semi-structured web pages. Data Knowl. Engg., 2008.
3. A. Arasu and H. Garcia-Molina. Extracting structured data from web pages. In SIGMOD, 2003. ACM, 2003.
4. V. Borkar, K. Deshmukh, and S. Sarawagi. Automatic segmentation of text into structured records. SIGMOD Rec., 30 (2), 2001.
5. S. Canisius and C. Sporleder. Bootstrapping information extraction from field books. In EMNLP, pages 827-836, 2007.
6. C. Chang, M. Kayed, M. R. Girgis, and K. F. Shaalan. A survey of web information extraction systems. IEEE Trans. Knowl. Data Eng., 2006.
7. S.-L. Chuang, K. C.-C. Chang, and C. Zhai. Context-aware wrapping: Synchronized data extraction. In VLDB, 2007.
8. W. W. Cohen. Data integration using similarity joins and a word-based information representation language. ACM Trans. Inf. Syst., 18 (3), 2000.
9. V. Crescenzi, G. Mecca, and P. Merialdo. Roadrunner: Towards automatic data extraction from large web sites. In VLDB, 2001.
10. P. DeRose, W. Shen, F. Chen, A. Doan, and R. Ramakrishnan. Building structured web community portals: A top-down, compositional, and incremental approach. In VLDB, pages 399-410, 2007.
11. H. Elmeleegy, J. Madhavan, and A. Halevy. Harvesting relational tables from lists on the web. In Proceedings of the VLDB Endowment (PVLDB), pages 1078-1089, 2009.
12. P. Gulhane, R. Rastogi, S. Sengamedu, and A. Tengli. Exploiting content redundancy for web information extraction. In VLDB, 2010.
13. R. Gupta and S. Sarawagi. Answering table augmentation queries from unstructured lists on the web. In VLDB, 2009.
14. N. Kushmerick, D. Weld, and R. Doorenbos. Wrapper induction for information extraction. In IJCAI, 1997.
15. I. R. Mansuri and S. Sarawagi. Integrating unstructured data into relational databases. In ICDE '06: Proceedings of the 22nd International Conference on Data Engineering, page 29, Washington, DC, USA, 2006.
16. S. B. Needleman and C. D. Wunsch. A general method applicable to the search for similarities in the amino acid sequence of two proteins. J Mol. Bio., 1970.
17. P. Papotti, V. Crescenzi, P. Merialdo, M. Bronzi, and L. Blanco. Redundancy-driven web data extraction and integration. In WebDB, 2010.
18. A. Rajaraman. Kosmix: Exploring the deep web using taxonomies and categorization. IEEE Data Eng. Bull., 32 (2):12-19, 2009.
19. P. Ravikumar and W. Cohen. A hierarchical graphical model for record linkage. In UAI '04: Proceedings of the 20th conference on Uncertainty in Artificial Intelligence, pages 454-461, 2004.
20. C. Sutton and A. Mccallum. An introduction to conditional random fields for relational learning. In Introduction to Statistical Relational Learning, chapter 4. MIT Press, 2007.
21. A. J. Viterbi. Error bounds for convolutional codes and an asymptotically optimum decoding algorithm. IEEE Transactions on Information Theory, 13(2), 1967.
22. Y. Zhai and B. Liu. Web data extraction based on partial tree alignment. In WWW. ACM, 2005.
23. J. Zhu, Z. Nie, J. Wen, B. Zhang, and W. Ma. Simultaneous record detection and attribute labeling in web data extraction. In KDD, 2006.