A hybrid approach for XML similarity
In the past few years, XML has been established as an effective means for information management, and has been widely exploited for complex data representation. Owing to an unparalleled increasing use of the XML standard, developing efficient techniques for comparing XML-based documents becomes esse...
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | , |
| التنسيق: | conferenceObject |
| منشور في: |
2007
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| الوصول للمادة أونلاين: | http://hdl.handle.net/10725/7058 https://doi.org/10.1007/978-3-540-69507-3_68 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://link.springer.com/chapter/10.1007/978-3-540-69507-3_68 |
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| _version_ | 1864513481400647680 |
|---|---|
| author | Tekli, Joe |
| author2 | Chbeir, Richard Yetongnon, Kokou |
| author2_role | author author |
| author_facet | Tekli, Joe Chbeir, Richard Yetongnon, Kokou |
| author_role | author |
| dc.creator.none.fl_str_mv | Tekli, Joe Chbeir, Richard Yetongnon, Kokou |
| dc.date.none.fl_str_mv | 2007 2007 2018-02-08T13:27:48Z 2018-02-08T13:27:48Z |
| dc.identifier.none.fl_str_mv | 9783540695073 http://hdl.handle.net/10725/7058 https://doi.org/10.1007/978-3-540-69507-3_68 Tekli, J., Chbeir, R., & Yetongnon, K. (2007, January). A hybrid approach for xml similarity. In International Conference on Current Trends in Theory and Practice of Computer Science (pp. 783-795). Berlin, Heidelberg: Springer Berlin Heidelberg. http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://link.springer.com/chapter/10.1007/978-3-540-69507-3_68 |
| dc.language.none.fl_str_mv | en |
| dc.publisher.none.fl_str_mv | Springer |
| dc.relation.none.fl_str_mv | Lecture Notes in Computer Science vol. 4362 |
| dc.rights.*.fl_str_mv | info:eu-repo/semantics/openAccess |
| dc.title.none.fl_str_mv | A hybrid approach for XML similarity |
| dc.type.none.fl_str_mv | Conference Paper / Proceeding info:eu-repo/semantics/publishedVersion info:eu-repo/semantics/conferenceObject |
| description | In the past few years, XML has been established as an effective means for information management, and has been widely exploited for complex data representation. Owing to an unparalleled increasing use of the XML standard, developing efficient techniques for comparing XML-based documents becomes essential in information retrieval (IR) research. Various algorithms for comparing hierarchically structured data, e.g. XML documents, have been proposed in the literature. However, to our knowledge, most of them focus exclusively on comparing documents based on structural features, overlooking the semantics involved. In this paper, we integrate IR semantic similarity assessment in an edit distance algorithm, seeking to amend similarity judgments when comparing XML-based documents. Our approach comprises of an original edit distance operation cost model, introducing semantic relatedness of XML element/attribute labels, in traditional edit distance computations. A prototype has been developed to evaluate our model’s performance. Experiments yielded notable results. |
| eu_rights_str_mv | openAccess |
| format | conferenceObject |
| id | LAURepo_c2cce095460ee8e4a5a62f9bd6983e5f |
| identifier_str_mv | 9783540695073 Tekli, J., Chbeir, R., & Yetongnon, K. (2007, January). A hybrid approach for xml similarity. In International Conference on Current Trends in Theory and Practice of Computer Science (pp. 783-795). Berlin, Heidelberg: Springer Berlin Heidelberg. |
| language_invalid_str_mv | en |
| network_acronym_str | LAURepo |
| network_name_str | Lebanese American University repository |
| oai_identifier_str | oai:laur.lau.edu.lb:10725/7058 |
| publishDate | 2007 |
| publisher.none.fl_str_mv | Springer |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| spelling | A hybrid approach for XML similarityTekli, JoeChbeir, RichardYetongnon, KokouIn the past few years, XML has been established as an effective means for information management, and has been widely exploited for complex data representation. Owing to an unparalleled increasing use of the XML standard, developing efficient techniques for comparing XML-based documents becomes essential in information retrieval (IR) research. Various algorithms for comparing hierarchically structured data, e.g. XML documents, have been proposed in the literature. However, to our knowledge, most of them focus exclusively on comparing documents based on structural features, overlooking the semantics involved. In this paper, we integrate IR semantic similarity assessment in an edit distance algorithm, seeking to amend similarity judgments when comparing XML-based documents. Our approach comprises of an original edit distance operation cost model, introducing semantic relatedness of XML element/attribute labels, in traditional edit distance computations. A prototype has been developed to evaluate our model’s performance. Experiments yielded notable results.N/ASpringer2018-02-08T13:27:48Z2018-02-08T13:27:48Z20072007Conference Paper / Proceedinginfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/conferenceObject9783540695073http://hdl.handle.net/10725/7058https://doi.org/10.1007/978-3-540-69507-3_68Tekli, J., Chbeir, R., & Yetongnon, K. (2007, January). A hybrid approach for xml similarity. In International Conference on Current Trends in Theory and Practice of Computer Science (pp. 783-795). Berlin, Heidelberg: Springer Berlin Heidelberg.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttps://link.springer.com/chapter/10.1007/978-3-540-69507-3_68enLecture Notes in Computer Sciencevol. 4362info:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/70582024-08-28T12:53:54Z |
| spellingShingle | A hybrid approach for XML similarity Tekli, Joe |
| status_str | publishedVersion |
| title | A hybrid approach for XML similarity |
| title_full | A hybrid approach for XML similarity |
| title_fullStr | A hybrid approach for XML similarity |
| title_full_unstemmed | A hybrid approach for XML similarity |
| title_short | A hybrid approach for XML similarity |
| title_sort | A hybrid approach for XML similarity |
| url | http://hdl.handle.net/10725/7058 https://doi.org/10.1007/978-3-540-69507-3_68 http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php https://link.springer.com/chapter/10.1007/978-3-540-69507-3_68 |