Remote OPAC users' search query reformulation (SQR) patterns: a transaction log analysis

F. Ndumbaro
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Abstract

PurposeUsers' search logs are implicit feedbacks on how searchers interact with online information retrieval (IR) systems. The purpose of this paper is to analyze search query reformulation (SQR) patterns of University of Dar es Salaam remote OPAC users.Design/methodology/approachQualitative and quantitative analysis of transaction logs were employed to ascertain the characteristics of search queries and the patterns in which remote OPAC users reformulate their search queries. The study covered a period of six months, commencing from January to June 2019.FindingsA total of 30,474 search hits were submitted by remote OPAC users during the period under study. Individuals from academic and research institutions, computing consortia, and telecommunication companies are the main users of the system. Most of the searches originated from North America and Europe, with few searches coming from China and India. Besides improving search results, SQRs are linked with the existence of multiple information demands as manifested by the use of heterogeneous headwords within individual search episodes.Research limitations/implicationsData collected covered only six months. Similarly, it was however not possible to analyze users' search query formulation within specific contexts such as task-based information searching.Practical implicationsA query recommendation system should be integrated into the OPAC functionalities to improve users' search experiences. Alternatively, there should be a migration to a new system that offers more advanced search features and functionalities.Originality/valueThe study has contributed new insights in SQR studies particularly on how non-institutional affiliated users translate their information needs into search queries during information searching processes.Peer reviewThe peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-09-2020-0389
远程OPAC用户搜索查询重构(SQR)模式:事务日志分析
目的用户的搜索日志是对搜索者如何与在线信息检索(IR)系统交互的隐式反馈。本文的目的是分析达累斯萨拉姆大学远程OPAC用户的搜索查询重构(SQR)模式。设计/方法/方法对事务日志进行定性和定量分析,以确定搜索查询的特征,以及远程OPAC用户重新制定搜索查询的模式。该研究为期六个月,从2019年1月到6月。在研究期间,远程OPAC用户共提交了30,474次搜索点击。来自学术和研究机构、计算联盟和电信公司的个人是该系统的主要用户。大多数搜索来自北美和欧洲,很少有来自中国和印度的搜索。除了改善搜索结果外,sqr还与多个信息需求的存在有关,这表现为在单个搜索片段中使用异质主题词。研究局限性/意义收集的数据仅涵盖六个月。同样,也不可能在特定上下文中分析用户的搜索查询公式,例如基于任务的信息搜索。实际意义查询推荐系统应集成到OPAC功能中,以改善用户的搜索体验。或者,应该迁移到提供更高级搜索特性和功能的新系统。独创性/价值该研究为SQR研究提供了新的见解,特别是关于非机构附属用户在信息搜索过程中如何将其信息需求转化为搜索查询。同行评议本文的同行评议历史可在:https://publons.com/publon/10.1108/OIR-09-2020-0389
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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