A multi-layer contextual model for recommender systems in digital libraries

Zohreh Dehghani, Ebrahim Afshar, Hamid R. Jamali, M. Nematbakhsh
{"title":"A multi-layer contextual model for recommender systems in digital libraries","authors":"Zohreh Dehghani, Ebrahim Afshar, Hamid R. Jamali, M. Nematbakhsh","doi":"10.1108/00012531111187216","DOIUrl":null,"url":null,"abstract":"Purpose – The aim of this paper is to investigate contextual information that has an impact on the process of selection and decision making in recommender systems (RSs) in digital libraries.Design/methodology/approach – Using a grounded theory method of qualitative research, semi‐structured interviews were carried out with 22 information specialists, and IT and computer engineering students and professors. Data resulting from interviews were analysed in two stages using open coding, followed by axial and selective coding.Findings – The central idea (concept) developed in this study, named scientific research ground (SRG), is an information ground users step into with scholarly purposes. Within SRG they start interacting with information systems. SRG has contexts which situate users in a range of situations while interacting with information systems. Users' characteristics such as purpose, activity, literacy, mental state, expectations, and assumptions, occupational and social status are some contexts that...","PeriodicalId":55449,"journal":{"name":"Aslib Proceedings","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2011-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"14","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Aslib Proceedings","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/00012531111187216","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 14

Abstract

Purpose – The aim of this paper is to investigate contextual information that has an impact on the process of selection and decision making in recommender systems (RSs) in digital libraries.Design/methodology/approach – Using a grounded theory method of qualitative research, semi‐structured interviews were carried out with 22 information specialists, and IT and computer engineering students and professors. Data resulting from interviews were analysed in two stages using open coding, followed by axial and selective coding.Findings – The central idea (concept) developed in this study, named scientific research ground (SRG), is an information ground users step into with scholarly purposes. Within SRG they start interacting with information systems. SRG has contexts which situate users in a range of situations while interacting with information systems. Users' characteristics such as purpose, activity, literacy, mental state, expectations, and assumptions, occupational and social status are some contexts that...
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
数字图书馆推荐系统的多层上下文模型
目的-本文的目的是研究对数字图书馆推荐系统(RSs)中选择和决策过程产生影响的上下文信息。设计/方法论/方法-采用定性研究的基础理论方法,对22名信息专家、IT和计算机工程专业的学生和教授进行了半结构化访谈。访谈产生的数据分两个阶段进行分析,采用开放式编码,其次是轴向编码和选择性编码。研究结果-本研究中发展的中心思想(概念),称为科学研究基地(SRG),是用户以学术目的进入的信息基地。在SRG中,他们开始与信息系统交互。SRG具有在与信息系统交互时将用户置于一系列情境中的上下文。用户的特征,如目的、活动、读写能力、精神状态、期望和假设、职业和社会地位等,都是一些上下文。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Aslib Proceedings
Aslib Proceedings 工程技术-计算机:信息系统
自引率
0.00%
发文量
0
审稿时长
>12 weeks
期刊最新文献
Unearthing historical insights: semantic organization and application of historical newspapers from a fine-grained knowledge element perspective Investigating the consumption behavior of young adults using online food delivery platforms during the COVID-19 pandemic Factors influencing customer satisfaction with AR shopping assistant applications in e-commerce: an empirical analysis utilizing text-mining techniques The role of positive online reviews in risk-based consumer behaviours: an information processing perspective Assessing the informational credibility of conspiracy theories: online discussion about the Nord Stream damage
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1