Simulation of user judgments in bibliographic retrieval systems

Author:

Tague Jean M.1,Nelson Michael J.1

Affiliation:

1. University of Western Ontario, London, Ontario, Canada

Abstract

The general model and simulation algorithms for bibliographic retrieval systems presented in an earlier paper are expanded. The new model integrates the physical as well as the logical and semantic elements of these systems. A modified algorithm is developed for the simulation of user relevance judgments, and is validated, by means of recall-precision curves and a Kolmogorov-Smirnov test of recall, for two test collections. Other approaches to goodness-of-fit testing are suggested.

Publisher

Association for Computing Machinery (ACM)

Subject

Hardware and Architecture,Management Information Systems

Reference2 articles.

1. B. P. Zeigler Theory of Modelling and Simulation Wiley 1976. B. P. Zeigler Theory of Modelling and Simulation Wiley 1976.

Cited by 10 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. Context-Driven Interactive Query Simulations Based on Generative Large Language Models;Lecture Notes in Computer Science;2024

2. Validating Synthetic Usage Data in Living Lab Environments;Journal of Data and Information Quality;2023-09-24

3. Validating Simulations of User Query Variants;Lecture Notes in Computer Science;2022

4. On The Reuse of Past Searches in Information Retrieval;International Journal of Information System Modeling and Design;2015-04

5. Generating Pseudo Test Collections for Learning to Rank Scientific Articles;Information Access Evaluation. Multilinguality, Multimodality, and Visual Analytics;2012

同舟云学术

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