<abstract xmlns="http://www.w3.org/1999/xhtml"><p> The proliferation of online digital libraries offers users a great opportunity to search their desired literatures on Web. Cross-library search applications can help users search more literature information from multiple digital libraries. Duplicate literatures detection is always a necessary step when merging the search results from multiple digital libraries due to heterogeneity and autonomy of digital libraries. To this end, this paper proposes a holistic solution which includes achieving automatic training set, holistic attribute mapping, and weight of attribute training. The experiments on real digital libraries show that the proposed solution is highly effective.</p></abstract>

The proliferation of online digital libraries offers users a great opportunity to search their desired literatures on Web. Cross-library search applications can help users search more literature information from multiple digital libraries. Duplicate literatures detection is always a necessary step when merging the search results from multiple digital libraries due to heterogeneity and autonomy of digital libraries. To this end, this paper proposes a holistic solution which includes achieving automatic training set, holistic attribute mapping, and weight of attribute training. The experiments on real digital libraries show that the proposed solution is highly effective.

Duplicate Literature Detection for Cross-Library Search

Institute of Scientific and Technical Information of China, 10038 China

Cybernetics and Information Technologies

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

{"article-title":"Duplicate Literature Detection for Cross-Library Search"}

The proliferation of online digital libraries offers users a great opportunity to search their desired literatures on Web. Cross-library search applications...

Duplicate Literature Detection for Cross-Library Search

Published Online: Jun 22, 2016

Page range: 160 - 178

DOI: https://doi.org/10.1515/cait-2016-0028

Keywords
Information integration, digital library, duplicate detection, schema mapping, data cleaning

© by Wei Liu

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Duplicate Literature Detection for Cross-Library Search

Published Online: Jun 22, 2016

Page range: 160 - 178

DOI: https://doi.org/10.1515/cait-2016-0028

KeywordsInformation integration, digital library, duplicate detection, schema mapping, data cleaning

© by Wei Liu

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Keywords
Information integration, digital library, duplicate detection, schema mapping, data cleaning