A simple probabilistic explanation of term frequency-inverse document frequency (tf-idf) heuristic (and variations motivated by this explanation)
Author:
Affiliation:
1. Department of Computer Science, Palacky University Olomouc, Olomouc, Czech Republic.
2. Department of Computer Science, University of Texas at El Paso, El Paso, TX, USA.
Funder
Palacky University
US National Science Foundation
Publisher
Informa UK Limited
Subject
Computer Science Applications,Modeling and Simulation,Information Systems,Theoretical Computer Science,Control and Systems Engineering
Link
https://www.tandfonline.com/doi/pdf/10.1080/03081079.2017.1291635
Reference7 articles.
1. A probabilistic justification for using tf×idf term weighting in information retrieval
2. A STATISTICAL INTERPRETATION OF TERM SPECIFICITY AND ITS APPLICATION IN RETRIEVAL
3. Introduction to Information Retrieval
4. Mining of Massive Datasets
Cited by 98 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Unveiling employee perspectives: A comparative analysis of online reviews on Korean SMEs and large corporations;International Journal of Information Management Data Insights;2024-11
2. Evolving energy landscapes: A computational analysis of the determinants of energy poverty;Renewable and Sustainable Energy Reviews;2024-09
3. A Hybrid Machine Learning and Metaheuristic Based Model for E-Business Risk Management;SN Computer Science;2024-08-27
4. Predictive maintenance for offshore wind turbines through deep learning and online clustering of unsupervised subsystems: a real-world implementation;Journal of Ocean Engineering and Marine Energy;2024-06-16
5. Objectivity by design: The impact of AI-driven approach on employees' soft skills evaluation;Information and Software Technology;2024-06
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3