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    Chapter and Conference Paper

    Discovering the Recent Research in Natural Language Processing Field Based on a Statistical Approach

    With the purpose of discovering the recent status of natural language processing research field, this paper presents a data-driven statistical method by utilizing bibliometrics and social network analysis on r...

    **eling Chen, Boyu Chen, Chunxia Zhang, Tianyong Hao in Emerging Technologies for Education (2017)

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    Chapter and Conference Paper

    Authorship Identification of Source Codes

    Source code authorship identification is an issue of authorship identification from documents, and it is to identify authors of source codes or programs based on source code examples of programmers. The main a...

    Chunxia Zhang, Sen Wang, Jiayu Wu, Zhendong Niu in Web and Big Data (2017)

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    Chapter and Conference Paper

    Identifying Helpful Online Reviews with Word Embedding Features

    The advent of Web 2.0 has enabled users to share their opinions via various social media websites. People’s decision-making process is strongly influenced by online reviews. Predicting the helpfulness of revie...

    Jie Chen, Chunxia Zhang, Zhendong Niu in Knowledge Science, Engineering and Management (2016)

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    Chapter and Conference Paper

    A Supervised Parameter Estimation Method of LDA

    Latent Dirichlet Allocation (LDA) probabilistic topic model is a very effective dimension-reduction tool which can automatically extract latent topics and dedicate to text representation in a lower-dimensional...

    Liu Zhenyan, Meng Dan, Wang Wei**, Zhang Chunxia in Web Technologies and Applications (2015)

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    Chapter and Conference Paper

    Classification of Opinion Questions

    With the increasing growth of opinions on news, services and so on, automatic opinion question answering aims at answering questions involving views of persons, and plays an important role in fields of sentime...

    Hong** Fu, Zhendong Niu, Chunxia Zhang, Lu Wang in Advances in Information Retrieval (2013)

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    Chapter and Conference Paper

    A Probability Model for Related Entity Retrieval Using Relation Pattern

    As the Web is becoming the largest knowledge repository which contains various entities and their relations, the task of related entity retrieval excites interest in the field of information retrieval. This ch...

    Peng Jiang, Qing Yang, Chunxia Zhang in Knowledge Science, Engineering and Managem… (2011)

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    Chapter and Conference Paper

    Blog Opinion Retrieval Based on Topic-Opinion Mixture Model

    Recently, as blog is becoming a popular medium to express opinions, blog opinion retrieval excites interest in the field of information retrieval. It helps to find and rank blogs by both topic relevance and op...

    Peng Jiang, Chunxia Zhang, Qing Yang in Advances in Knowledge Discovery and Data M… (2010)

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    Chapter and Conference Paper

    A Chinese Time Ontology

    Temporal knowledge representation and identification are crucial in many application areas, such as Semantic Web, knowledge sharing and reusing, and natural language processing. Building time ontologies has be...

    Chunxia Zhang, Cungen Cao, Yuefei Sui in Knowledge Science, Engineering and Managem… (2007)