荆楚理工学院学报2025，Vol.40Issue(3)：39-51,13.
基于特征观点对的中文领域情感词典构建研究
Construction Research of Chinese Domain-Specific Sentiment Lexicon Based on Feature-Opinion Pairs
摘要
Abstract
Purpose:To address the issue of general sentiment dictionaries failing to accurately discern and differentiate senti-ment information in specific product domains or contextual environments,thereby reducing semantic ambiguity and misinterpreta-tion of sentiment information.Method:A novel approach for constructing a Chinese domain-specific sentiment dictionary is pro-posed.This method designs a structural model that encompasses entities,attributes,sentiment words,sentiment orientations,and sentiment intensities.The model is constructed using dependency parsing techniques,with domain-specific sentiment dictionaries built upon core element feature-opinion pairs.Results:The constructed domain-specific sentiment dictionary demonstrates a higher accuracy in capturing sentiment semantic information and is applicable to sentiment analysis tasks across various domains.Conclu-sion:The method for constructing domain-specific sentiment dictionaries can effectively enhance the accuracy of sentiment analy-sis,particularly in product reviews that exhibit domain-specificity and contextual constraints.关键词
领域情感词典/特征观点对/实体属性/情感词/依存句法Key words
Domain-specific sentiment lexicon/Feature-opinion pair/Entity attribute/Sentiment words/Dependency syntax rules分类
计算机与自动化引用本文复制引用
王召义,Chong Choy Yoke,薛晨杰,张丽媛..基于特征观点对的中文领域情感词典构建研究[J].荆楚理工学院学报,2025,40(3):39-51,13.基金项目
安徽省优秀青年教师培育重点项目"电商直播要素对消费者购买意愿影响研究"(YQZD2024087) （YQZD2024087）
安徽省高校自然科学研究重点项目"产品市场价格的网络构建、特征提取与应用研究"(2023AH052301) （2023AH052301）
安徽省质量工程项目"王召义技能大师工作室"(2023jnds003) （2023jnds003）
专业拔尖人才学术资助重点项目"基于负面在线评论文本挖掘的线上服务补救研究"(Smbjrc202305) （Smbjrc202305）
