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Category tree integration by exploiting hierarchical structure.

Lin, Jianfeng. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2007. / Includes bibliographical references (leaves 79-83). / Abstracts in English and Chinese. / Abstract --- p.i / 内容摘要 --- p.ii / Acknowledgement --- p.iii / Table of Contents --- p.iv / List of Figures --- p.vi / List of Tables --- p.vii / Chapter Chapter 1. --- Introduction --- p.1 / Chapter Chapter 2. --- Related Work --- p.6 / Chapter 2.1. --- Ontology Integration --- p.7 / Chapter 2.2. --- Schema Matching --- p.10 / Chapter 2.3. --- Taxonomy Integration as Text Categorization --- p.13 / Chapter 2.4. --- Cross-lingual Text Categorization & Cross-lingual Information Retrieval --- p.15 / Chapter Chapter 3. --- Problem Definition --- p.17 / Chapter 3.1. --- Mono-lingual Category Tree Integration --- p.17 / Chapter 3.2. --- Integration Operators --- p.19 / Chapter 3.3. --- Cross-lingual Category Tree Integration --- p.21 / Chapter Chapter 4. --- Mono-lingual Category Tree Integration Techniques --- p.23 / Chapter 4.1. --- Category Relationships --- p.23 / Chapter 4.2. --- Decision Rules --- p.27 / Chapter 4.3. --- Mapping Algorithm --- p.38 / Chapter Chapter 5. --- Experiment of Mono-lingual Category Tree Integration --- p.42 / Chapter 5.1. --- Dataset --- p.42 / Chapter 5.2. --- Automated Text Classifier --- p.43 / Chapter 5.3. --- Evaluation Metrics --- p.46 / Chapter 5.3.1. --- Integration Accuracy --- p.47 / Chapter 5.3.2. --- Precision and Recall and F1 value of the Three Operators --- p.48 / Chapter 5.3.3. --- "Precision and Recalls of ""Split""" --- p.48 / Chapter 5.4. --- Parameter Turning --- p.49 / Chapter 5.5. --- Experiments Results --- p.55 / Chapter Chapter 6. --- Cross-lingual Category Tree Integration --- p.60 / Chapter 6.1. --- Parallel Corpus --- p.61 / Chapter 6.2. --- Cross-lingual Concept Space Construction --- p.65 / Chapter 6.2.1. --- Phase Extraction --- p.65 / Chapter 6.2.2. --- Co-occurrence analysis --- p.65 / Chapter 6.2.3. --- Associate Constraint Network for Concept Generation --- p.67 / Chapter 6.3. --- Document Translation --- p.69 / Chapter 6.4. --- Experiment Setting --- p.72 / Chapter 6.5. --- Experiment Results --- p.73 / Chapter Chapter 7. --- Conclusion and Future Work --- p.77 / Reference --- p.79

Identiferoai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_326130
Date January 2007
ContributorsLin, Jianfeng., Chinese University of Hong Kong Graduate School. Division of Systems Engineering and Engineering Management.
Source SetsThe Chinese University of Hong Kong
LanguageEnglish, Chinese
Detected LanguageEnglish
TypeText, bibliography
Formatprint, vii, 83 leaves : ill. ; 30 cm.
RightsUse of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/)

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