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Extracting semi-structured data through examples

Published: 01 November 1999 Publication History

Abstract

In this paper, we describe an innovative approach to extracting semi-structured data from Web sources. The idea is to collect a couple of example objects from the user and to use this information to extract new objects from new pages or texts. To perform the extraction of new objects, we introduce a bottom-up extration strategy and, through experimentation, demonstrate that it works quite effectively with distinct Web sources, even if only a few examples are provided by the user.

References

[1]
Amazon.corn Web Site. http://www.amazon.com.
[2]
CDnow Web Site. http://www.cdnow.com.
[3]
DB&LP Site. http://www.informatik.uni-trier, de/~Iey/db/.
[4]
~ravelocity Site. http://www.travelocity, com/.
[5]
ADrL~ERG, B. NoDoSE- A Tool for Semi* Automatically Extracting Structured and Semistruc~ tured Data from Text Documents. In Proceedings of the A CM $IGMOD Conference on Management of Data (Seattle, Washington, 1998), pp. 283-294.
[6]
ASHISH, N., AND KNOBLOCK, C. Wrapper Generation for Semi-structured Internet Sources. A CM SIGMOD Record 26, 4 (1997), 8-15.
[7]
ATZENI, P., AND MECCA, G. Cut gt Paste. In Proceedings of the A CM Symposium on Principles of Database Systems (Tucson, Arizona, 1997), pp. 144-153.
[8]
BAEZA-YATES, a., AND RiBEIRO-NETO, B. Modem information Retrieval. Addison-Wesley, Haxlow, England, 1999.
[9]
BUNEMAN, P. Semistructured Data. In Proceedings of the Sixteenth A CM SIGMOD Symposium on Principles of Database Systems (Tucson, Arizona, 1997), pp. 117- 121.
[10]
CALLAN, J. P. Passage-Level Evidence in Document Retieval. In Proceedings of the A CM SIGIR Conference on Information Retrieval (Dublin, Ireland, 1994), pp. 302-309.
[11]
CHAWATHE, S., GARCIA-MOLtNA, H., HAMMER, J., IRELAND, K., PAPAKONSTANTINOU, Y., ULLMAN, J., AND WIDOM, J. The TSIMMIS Project: Integration of Heterogeneous Information Sources. In Proceedings of IPSJ Conference (Tokyo, Japan, 1994), pp. 7-18.
[12]
COWIE, J., AND LEHNERT, W. Information Extraction. Communications of the ACid 39, I (1996), 80-91.
[13]
EMBLEY, D. W., CAMPBELL, D. M., JIANG, Y., NG, Y., SMITH, R. D., LIDDLE, S. W., AND QUASS, D. W. A Conceptual-Modeling Approach to Extracting Data from the Web. In Conceptual Modeling- ER'98 (Berlin, 1998), T. W. Li, S. Ram, and M. Lee, Eds., Spring Verlag, pp. 78-91.
[14]
EMBLE~, D. W., CAMPBELL, D. M., LIDDLE, S. W., AND SMITH, R. D. Ontology-Based Extraction and Structuring of Information from Data-Rich Unstructured Documents. In Proceedings of the International Conference on Information and Knowledge Management (Bethesda, Maryland, 1998), pp. 52-59.
[15]
CausER, J., RAscnm, L., VIDAL, M. E., AND BreCHT, L. Wrapper Generation for Web Accessible Data Sources. In Proceedings of the Third international Conference on Cooperative Information Systems (New York City, New York, 1998), pp. 14-23.
[16]
HAMMER, J., GARCIA-MOLINA, H., NESTOROV, S., YERNENI, R., BREUNIG, M., AND VASSALOS, V. Template-Based Wrappers in the TSIMMIS Experience. In Proceedings of the A CM SIGMOD Conference on Management of Data (Tucson, Arizona, 1997), pp. 532-535.
[17]
KASZKmL, M., AND ZOBr. L, J. Passage Retrieval Revisited. In Proceedings of the A CM $IC~R Conference on Information Retrieval (Philadelphia, USA, 1997), pp. 178-185.
[18]
PYREDD~, P., AND CROFT, W. B. TINTIN: A System for Retrieval in Text Tables. In Proceedings of the Second A CM International Conference on Digital Libraries (1997), PP. 193-200.
[19]
RIBEIRO-NETO, B., LAENDER, A. H. F., AND DA SILVA, A. S. Top-down Extraction of Semi- Structured Data. In Proceedings of the Sixth String Proceasing and Information Retrieval Symposium (Canrum, Mexico, 1999), pp. 176-183.
[20]
SILVA, E. S. Extraction of Semi-Structured Data Based on Examples. Master's thesis, Departament of Computer Science, Federal University of Minas Gerais, 1999. In portuguese.
[21]
SODERLAND, S. Learning to Extract Text-based Information from the World Wide Web. In Proceedings of the Third International Conference on Knowledge Discovery and Data Mining - KDD-97 (Newport Beach, California, 1997), pp. 251-254.
[22]
ZLOOP, M. M. Query-by-Example: A Data Base Language. IBM Systems Journal 16, 4 (1977), 324-343.

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cover image ACM Conferences
CIKM '99: Proceedings of the eighth international conference on Information and knowledge management
November 1999
564 pages
ISBN:1581131461
DOI:10.1145/319950
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Published: 01 November 1999

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November 2 - 6, 1999
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  • (2012)The HiLeX system for semantic information extractionTransactions on Large-Scale Data- and Knowledge-Centered Systems V10.5555/2184170.2184175(91-125)Online publication date: 1-Jan-2012
  • (2012)MEDREADFAST: A structural information retrieval engine for big clinical text2012 IEEE 13th International Conference on Information Reuse & Integration (IRI)10.1109/IRI.2012.6303033(371-376)Online publication date: Aug-2012
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