Corpus Construction for Citation Sentiment in Chinese Literature
Xu Linhong1,2, Ding Kun1, Chen Na1, Li Bing1
1.WISE Lab, Institute of Science of Science and Technology Management, Dalian University of Technology, Dalian 116024 2.Software Institute, Dalian University of Foreign Languages, Dalian 116044
徐琳宏, 丁堃, 陈娜, 李冰. 中文文献引文情感语料库构建[J]. 情报学报, 2020, 39(1): 25-37.
Xu Linhong, Ding Kun, Chen Na, Li Bing. Corpus Construction for Citation Sentiment in Chinese Literature. 情报学报, 2020, 39(1): 25-37.
1 Garfield E. Citation indexes for science: A new dimension in documentation through association of ideas[J]. Science, 1955, 122(3159): 108-111. 2 Garfield E. Can citation indexing be automated?[C]// Proceedings of the Symposium on Statistical Association, Washington DC, 1964: 84-90. 3 Yousif A,Niu Z D,TarusJ K, et al. A survey on sentiment analysis of scientific citations[J]. Artificial Intelligence Review, 2019, 52(3): 1805-1838. 4 章成志, 丁睿祎, 王玉琢. 基于学术论文全文内容的算法使用行为及其影响力研究[J]. 情报学报, 2018, 37(12): 1175-1187. 5 Zhao D Z,Strotmann A,Cappello A. In-text function of author self-citations: Implications for research evaluation practice[J]. Journal of the Association for Information Science and Technology, 2018, 69(7): 949-952. 6 刘盛博, 丁堃, 刘则渊. 基于引用内容的引文检索与推荐系统[J]. 情报学报, 2013, 32(11): 1157-1163. 7 袁慧, 马建霞, 王文娟. 期刊引用行为与影响因子的关系[J]. 中国科技期刊研究, 2017, 28(11): 1058-1064. 8 Chubin D E,Moitra S D. Content analysis of references: Adjunct or alternative to citation counting?[J]. Social Studies of Science, 1975, 5(4): 423-441. 9 Moravcsik M J. Citation context classification of a citation classic concerning citation context classification[J]. Social Studies of Science, 1988, 18(3): 515-521. 10 van der Veer Martens B，Goodrum A A. The diffusion of theories: A functional approach[J]. Journal of the American Society for Information Science and Technology, 2006, 57(3): 330-341. 11 Teufel S,Siddharthan A,Tidhar D. Automatic classification of citation function[C]// Proceedings of the Conference on Empirical Methods in Natural Language Processing. Stroudsburg: Association for Computational Linguistics, 2006: 103-110. 12 陆伟, 孟睿, 刘兴帮. 面向引用关系的引文内容标注框架研究[J]. 中国图书馆学报, 2014, 40(6): 93-104. 13 刘盛博, 丁堃, 张春博. 基于引用内容性质的引文评价研究[J]. 情报理论与实践, 2015, 38(3): 77-81. 14 张梦莹, 卢超, 郑茹佳, 等. 用于引文内容分析的标准化数据集构建[J]. 图书馆论坛, 2016, 36(8): 48-53. 15 尹莉. “极性”概念在引文分析中应用的一个实证研究[J]. 情报杂志, 2017, 36(8): 124-130, 143. 16 廖君华, 刘自强, 白如江, 等. 基于引文内容分析的引用情感识别研究[J]. 图书情报工作, 2018, 62(15): 112-121. 17 Small H. Interpreting maps of science using citation context sentiments: A preliminary investigation[J]. Scientometrics, 2011, 87(2): 373-388. 18 Athar A. Sentiment analysis of citations using sentence structure-based features[C]// Proceedings of the ACL-HLT Student Session. Stroudsburg: Association for Computational Linguistics, 2011: 81-87. 19 Athar A,Teufel S. Context-enhanced citation sentiment detection[C]// Proceedings of the Conference on the North American Chapter of the Association for Computational Linguistics. Stroudsburg: Association for Computational Linguistics, 2012: 597-601. 20 Ma Z,Nam J,Weihe K. Improve sentiment analysis of citations with author modelling[C]// Proceedings of the 7th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis. Stroudsburg: Association for Computational Linguistics, 2016: 122-127. 21 Yu B. Automated citation sentiment analysis: What can we learn from biomedical researchers[J]. Proceedings of the American Society for Information Science and Technology, 2013, 50(1): 1-9. 22 Pang B,Lee L,VaithyanathanS. Thumbs up?: Sentiment classification using machine learning techniques[C]// Proceedings of the 2002 Conference on Empirical Methods in Natural Language Processing. Stroudsburg: Association for Computational Linguistics, 2002: 79-86. 23 Hu M Q,Liu B. Mining and summarizing customer reviews[C]// Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. New York: ACM Press, 2004: 168-177. 24 姚源林, 王树伟, 徐睿峰, 等. 面向微博文本的情绪标注语料库构建[J]. 中文信息学报, 2014, 28(5): 83-91. 25 徐琳宏, 林鸿飞, 赵晶. 情感语料库的构建和分析[J]. 中文信息学报, 2008, 22(1): 116-122. 26 Kumar S. Structure and dynamics of signed citation networks[C]// Proceedings of the 25th International Conference Companion on World Wide Web. New York: ACM Press, 2016: 63-64. 27 Xu J,Zhang Y Y,WuY H, et al. Citation sentiment analysis in clinical trial papers[J]. AMIA Annual Symposium Proceedings Archive, 2015, 2015: 1334-1341. 28 Munkhdalai T,Lalor J,Yu H. Citation analysis with neural attention models[C]// Proceedings of the Seventh International Workshop on Health Text Mining and Information Analysis. Stroudsburg: Association for Computational Linguistics, 2016: 69-77. 29 李宏言, 范利春, 高鹏, 等. 大数据语音语料库的社会标注技术[J]. 清华大学学报(自然科学版), 2013, 53(6): 908-912. 30 柯永红, 俞士汶, 穗志方, 等. 基于群体智慧的语料标注方法研究[J]. 中文信息学报, 2017, 31(4): 108-113, 131. 31 Carletta J. Assessing agreement on classification tasks: The kappa statistic[J]. Computational Linguistics, 1996, 22(2): 249-254.
