Online Inf. Rev.最新文献

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Remote OPAC users' search query reformulation (SQR) patterns: a transaction log analysis 远程OPAC用户搜索查询重构(SQR)模式:事务日志分析
Online Inf. Rev. Pub Date : 2022-07-19 DOI: 10.1108/oir-09-2020-0389
F. Ndumbaro
{"title":"Remote OPAC users' search query reformulation (SQR) patterns: a transaction log analysis","authors":"F. Ndumbaro","doi":"10.1108/oir-09-2020-0389","DOIUrl":"https://doi.org/10.1108/oir-09-2020-0389","url":null,"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","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127149412","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Everyday life information seeking in South Korea during the COVID-19 pandemic: daily topics of information needs in social Q&A 新冠肺炎大流行期间韩国的日常生活信息寻求:社交问答中的日常信息需求话题
Online Inf. Rev. Pub Date : 2022-07-18 DOI: 10.1108/oir-10-2021-0547
Heejun Kim, Sanghee Oh
{"title":"Everyday life information seeking in South Korea during the COVID-19 pandemic: daily topics of information needs in social Q&A","authors":"Heejun Kim, Sanghee Oh","doi":"10.1108/oir-10-2021-0547","DOIUrl":"https://doi.org/10.1108/oir-10-2021-0547","url":null,"abstract":"PurposeThis study investigated information needs on COVID-19 by identifying topics discussed on social questions and answers (Q&A) about daily routines, problems, and health issues for survival. A layered model of contexts for everyday life information seeking (ELIS) was adapted for interpreting topics to better understand the contexts in which users could relate information needs.Design/methodology/approachQuestions and answers posted on Naver Knowledge-iN were collected and analyzed during the first nine months following the outbreak. Time distribution, topic modeling, and association rule mining were applied to examine the topics on COVID-19 and their temporal variation.FindingsNumerous topics related to the cognitive context (symptoms and masks) and situational contexts (international affairs, financial support, study, and work) were discovered. Topics related to social context were discussed moderately, but the number of questions on this topic increased with time. Strong associations were observed between terms related to symptoms, indicating their importance as a COVID-19 topic in health.Originality/valueThis study investigated topics of information needs using social Q&A data in which not only information inquiry but also information sharing coexist. The findings can help bridge the theory of ELIS to topic modeling in practice. The insights gained from this study can be used by information service providers for developing guidance and programs about how to survive during a pandemic.Peer reviewThe peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-10-2021-0547.","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114368451","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Egyptian physicians' information-seeking behavior while serving in public isolation hospitals for coronavirus patients 埃及医生在公共隔离医院为冠状病毒患者服务时的信息寻求行为
Online Inf. Rev. Pub Date : 2022-07-15 DOI: 10.1108/oir-08-2020-0350
Essam A. H. Mansour, A. Shehata, Abdelrahman Farrag
{"title":"Egyptian physicians' information-seeking behavior while serving in public isolation hospitals for coronavirus patients","authors":"Essam A. H. Mansour, A. Shehata, Abdelrahman Farrag","doi":"10.1108/oir-08-2020-0350","DOIUrl":"https://doi.org/10.1108/oir-08-2020-0350","url":null,"abstract":"PurposeThe purpose of this study is to explore the information-seeking behavior of Egyptian physicians serving in COVID-19 isolation hospitals.Design/methodology/approachA sample of 91 physicians serving in Egyptian isolation hospitals answered the study questionnaire.FindingsDemographically, more than half of respondents were males. Over one-third of them are holding Doctor of Medicine (M.D), followed by one-third holding Master of Medicine (MMed). Respondents' age ranged from 30 to 60 years. Internal medicine is the most common specialty, accounting for nearly half of all physicians, followed by chest medicine and intensive care medicine. The information-seeking behavior of these three groups in their regular work is believed to be different, but since all of the participants are working in COVID-19 isolation hospitals, they should have the same information resources, Internet access and the same needs relevant to COVID-19 in order to make accurate clinical decisions. The physicians used traditional and electronic information sources to fulfill their information needs, the most important of which were to make a specific research, find an answer to a specific case, and deliver a medical lecture. Colleagues, coworkers, nurses and pharmacists were the most important channels pursued by Egyptian physicians to obtain information.Originality/valueThis study is the first study that focuses on investigating the information-seeking behavior of Egyptian physicians serving in isolation hospitals. Any findings resulted from this study may serve as a noteworthy reference that may be useful to the Egyptian health sector, experts, researchers, as well as policymakers in establishing strategic decisions for making the understating much better.Peer reviewThe peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-08-2020-0350","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130658226","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Structural pluralism and incivility: comparing patterns of moral foundations and incivility in responses to news posts 结构多元化与不文明:道德基础与不文明在回应新闻帖子中的比较模式
Online Inf. Rev. Pub Date : 2022-07-15 DOI: 10.1108/oir-11-2020-0522
Bumsoo Kim
{"title":"Structural pluralism and incivility: comparing patterns of moral foundations and incivility in responses to news posts","authors":"Bumsoo Kim","doi":"10.1108/oir-11-2020-0522","DOIUrl":"https://doi.org/10.1108/oir-11-2020-0522","url":null,"abstract":"PurposeFocusing on the sociological clarification based on structural pluralism, this study explores the degree to which social media users who comment on the news posts of local newspapers use uncivil remarks and words that reflect their moral foundations.Design/methodology/approachThis computer-assisted data collection produces three types of datasets that include numerous social media comments. To explore the association between moral foundations and incivility, both quadratic association procedure (QAP) and multiple regression QAP (MRQAP) are implemented.FindingsThe findings suggest that social media users who comment on the news posts of urban-located newspapers tend to use more uncivil words compared to social media users who comment on the news posts of suburban and rural-based newspapers. Individuals who comment on the news posts of urban-based newspapers tend to show a wider range of moral foundation spectrums than those who comment on the posts of rural and suburban newspapers. Lastly, there are significant associations between moral-vice components and incivility in response to urban- and suburban-located newspapers' social media posts.Research limitations/implicationsThe employed bag-of-words may not completely capture incivility given that social media users can use nuanced and metaphoric terms instead of explicitly uncivil terms. Even though this study systematically selected local newspapers' social media accounts, the contextual factors of other newspapers in politically slanted communities could be different.Practical implicationsThe findings of this study provide meaningful and practical implications for journalists and news reporters. The inherent rudeness and aggressiveness of social media users can drive them to use uncivil and moral-harm words against a particular person or group.Social implicationsUnder the circumstance that fake news and politically slanted news content are widely distributed in the United States, social media users may easily express negative emotions toward news stories or the journalists who post the stories.Originality/valueStructural pluralism particularly specializes in explaining why and how the contextual factors of news stories differ depending on community complexity. Building on the reasoning of structural pluralism in the social media context, this study investigates the degree to which social media users who comment on the news posts of local newspapers employ uncivil remarks and moral foundation words.Peer reviewThe peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-11-2020-0522.","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"184 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121090634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Conflicted about online learning?: Using sentiment analysis to explore learner approach-avoidance motivation 对在线学习感到矛盾?:运用情感分析探讨学习者趋近回避动机
Online Inf. Rev. Pub Date : 2022-07-12 DOI: 10.1108/oir-09-2021-0463
J. Stanworth, Wan-Hsuan Yen, Clyde A. Warden
{"title":"Conflicted about online learning?: Using sentiment analysis to explore learner approach-avoidance motivation","authors":"J. Stanworth, Wan-Hsuan Yen, Clyde A. Warden","doi":"10.1108/oir-09-2021-0463","DOIUrl":"https://doi.org/10.1108/oir-09-2021-0463","url":null,"abstract":"PurposeStudent motivation underpins the challenge of learning, made more complex by the move to online education. While emotions are integral to students' motivation, research has, to date, overlooked the dualistic nature of emotions that can cause stress. Using approach-avoidance conflict theory, the authors explore this issue in the context of novel online students' responses to a fully online class.Design/methodology/approachUsing a combination of critical incident technique and laddering, the authors implemented the big data method of sentiment analysis (SA) which results in approach tables with 1,318 tokens and avoid tables with 1,090 tokens. Using lexicon-based SA, the authors identify tokens relating to approach, avoid and mixed emotions.FindingsThe authors implemented the big data method of SA which results in approach tables with 1,318 tokens and avoid tables with 1,090 tokens. Using lexicon-based SA, the authors identify tokens relating to approach, avoid and mixed emotions. These ambivalent emotions provide an opportunity for teachers to rapidly diagnose and address issues of student engagement in an online learning class.Originality/valueResults demonstrate the practical application of SA to unpack the role of emotions in online learner motivation.","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123625270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
The materialities and embodiments of mundane software: exploring how apps come to matter in everyday life 平凡软件的物质性和具体化:探索应用程序如何在日常生活中发挥作用
Online Inf. Rev. Pub Date : 2022-07-08 DOI: 10.1108/oir-12-2020-0565
Marianne Clark, Deborah Lupton
{"title":"The materialities and embodiments of mundane software: exploring how apps come to matter in everyday life","authors":"Marianne Clark, Deborah Lupton","doi":"10.1108/oir-12-2020-0565","DOIUrl":"https://doi.org/10.1108/oir-12-2020-0565","url":null,"abstract":"PurposeIn this article, the authors aim to explore mobile apps as both mundane and extraordinary digital media artefacts, designed and promoted to improve or solve problems in people's lives. Drawing on their “App Stories” project, the authors elaborate on how the efficiencies and affordances credited to technologies emerge and are performed through the specific embodied practices that constitute human–app relationships.Design/methodology/approachThe project involved short written accounts in an online survey from 200 Australian adults about apps. Analysis was conducted from a sociomaterial perspective, surfacing the emotional and embodied responses to and engagements with the apps; the relational connections described between people and their apps or with other people or objects; and what the apps enabled or motivated people to do.FindingsFindings point to three salient concerns about apps: (1) the need for efficiency; (2) the importance and complexity of human relationships and maintaining these connections; and (3) the complex relationships people have with their bodies. These concerns are expressed through themes that reflect how everyday efficiencies are produced through human–app entanglements; apps as relational agents; apps' ability to know and understand users; and future app imaginaries.Originality/valueThis project explores the affective and embodied dimensions of app use and thinks through the tensions between the extraordinary and mundane dimensions of contemporary techno-social landscapes, reflecting on how apps “matter” in everyday life. Our analysis surfaces the active role of the body and bodily performances in the production of app efficiencies and underlines the ways mobile apps are always situated in relation to other media and materialities.","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120955580","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Networking the commons: creative commons project creators funding patterns in crowdfunding 网络公地:创意公地项目创造者在众筹中的筹资模式
Online Inf. Rev. Pub Date : 2022-06-29 DOI: 10.1108/oir-05-2020-0166
Rong Wang, Li Lu, Janet Fulk
{"title":"Networking the commons: creative commons project creators funding patterns in crowdfunding","authors":"Rong Wang, Li Lu, Janet Fulk","doi":"10.1108/oir-05-2020-0166","DOIUrl":"https://doi.org/10.1108/oir-05-2020-0166","url":null,"abstract":"PurposeGuided by the collective action theory, signaling theory and social identity approach, this study examines backing behavior by individuals who have created projects under CC licenses. Two motivational mechanisms were examined: (1) identification via common interests in the CC space; (2) resource signaling by other users via their diverse project creation experience, funding or commenting activity.Design/methodology/approachData were collected from Kickstarter.com. Exponential random graph modeling was used to examine how the two reviewed mechanisms influence the tie formation probability between Creative Commons (CC) project creators and other creators. The analysis was conducted on two subnetworks: one with ties between CC creators; and one with ties from CC creators to non-CC creators.FindingsThe study found that CC creators exhibit distinct backing patterns when considering funding other CC creators compared to non-CC users. When considering funding their peer CC creators, CC identity can help them allocate and support perceived in-group members; when considering funding non-CC creators, shared common interests in competitive project categories potentially triggers a competition mindset and makes them hold back when they see potential rivals.Originality/valueThis study makes three contributions. First, it draws from multiple theoretical frameworks to investigate unique motivations when crowdfunders take on dual roles of creators and funders and offered implications on how to manage competition and collaboration simultaneously. Second, with network analysis our study not only identifies multiple motivators at work for collective action, but also demonstrates their differential effects in crowdfunding. Third, the integration of multiple theoretical frameworks allows opportunities for theory building.Peer reviewThe peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-05-2020-0166.","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128621115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Yale model of green message sharing and environmental consciousness on social media platforms 社交媒体平台上绿色信息分享和环保意识的耶鲁模式
Online Inf. Rev. Pub Date : 2022-06-24 DOI: 10.1108/oir-04-2021-0200
H. Chang, Yu-Yu Lu, Pei-Ru Li
{"title":"The Yale model of green message sharing and environmental consciousness on social media platforms","authors":"H. Chang, Yu-Yu Lu, Pei-Ru Li","doi":"10.1108/oir-04-2021-0200","DOIUrl":"https://doi.org/10.1108/oir-04-2021-0200","url":null,"abstract":"PurposeIn this paper, Yale model was adopted to understand how the characteristics of a green message (goal framing, argument volume and argument consistency), its source (source credibility) and its receivers (environmental consciousness) influence the communication process regarding the receivers' perceptions and attitudes (information value, persuasiveness and communication effectiveness) and their intention to spread the green message.Design/methodology/approachEight scenarios of factorial design were developed to test the effects of a message on receivers' perceptions and attitudes. 1,157 valid questionnaires were used to conduct AMOS-SEM and ANOVA analyses.FindingsThe analytical results showed significant differences between the persuasive effects of Scenarios 1 and 8. A high level of environmental consciousness significantly affected the relationships between the message characteristics, source credibility and information value, leading to a higher intention to share the green messages.Research limitations/implicationsThe Yale model was applied to online persuasion to examine the receivers' perceptions of and attitudes toward a green message and their intention to share it on social networking sites (SNSs). Being environmentally conscious can strengthen the perception that the receivers of an online green message have of the source credibility and information value. The Yale model proved to represent the online green message-sharing context and explain how to persuade online users more effectively.Practical implicationsThis study suggests that green message providers should present content emphasizing the losses associated with inaction, thus increasing the receivers' acceptance of the message's persuasiveness. Additionally, with the assistance of supportive measures, such as national education programs, government policies and actions showing corporate social responsibility, the environmental awareness of individuals can encourage them to share green message posts on SNSs and engage in green practices.Social implicationsA significant effect of the message characteristics (goal framing × argument volume × argument consistency) was observed on SNS users' perceived source credibility and information value. Therefore, key opinion leaders, governments, and organizations who want to promote green ideas and attract public attention are encouraged to provide messages emphasizing the costs of inaction and contain arguments with a sufficient number of responses strongly supporting the original message. This could arouse the concern for green issues among online communities.Originality/valueA Yale model research framework was developed to investigate the effect of message characteristics on the intention to share green messages online. Receivers' environmental consciousness played a vital role in this message-sharing process.","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"49 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126959045","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Investigating information dissemination and citizen engagement through government social media during the COVID-19 crisis 调查在COVID-19危机期间通过政府社交媒体的信息传播和公民参与
Online Inf. Rev. Pub Date : 2022-06-07 DOI: 10.1108/oir-06-2021-0307
Surjit Paul, Saini Das
{"title":"Investigating information dissemination and citizen engagement through government social media during the COVID-19 crisis","authors":"Surjit Paul, Saini Das","doi":"10.1108/oir-06-2021-0307","DOIUrl":"https://doi.org/10.1108/oir-06-2021-0307","url":null,"abstract":"PurposeThis study explores how effectively the Indian government utilized social media to communicate emergency information and promote citizen engagement and awareness during the first wave of COVID-19 crisis.Design/methodology/approachThis research investigates the tweets scraped from the official Twitter handle “CovidnewsbyMIB” of the Ministry of Information and Broadcasting Government of India; the authors unearthed patterns in the communications between the government and its citizens by adopting various social media analysis techniques. Further, the authors also tried to examine the influence of media richness and dialogic loop on citizen engagement through government social media (CEGSM) using multivariate analysis method.FindingsThe results highlighted clusters of words/terms present in the tweets related to COVID-19 combating strategies, guidelines, and updates. The authors also found that media richness has a significant positive relationship with CEGSM, but dialogic loop has an insignificant relationship with CEGSM.Originality/valueThis study provides suggestions to government agencies about ways to improve CEGSM by enhancing media richness and dialogic loop elements such as surveys, polls, and responses in the crisis communication.Peer reviewThe peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-06-2021-0307.","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125246840","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Detection and analysis of emergency topic in social media considering changing roles of stakeholders 考虑利益相关者角色变化的社交媒体突发事件话题检测与分析
Online Inf. Rev. Pub Date : 2022-06-03 DOI: 10.1108/oir-02-2021-0098
Xiaoyue Ma, Pengzhen Xue, Mingde Li, N. Matta
{"title":"Detection and analysis of emergency topic in social media considering changing roles of stakeholders","authors":"Xiaoyue Ma, Pengzhen Xue, Mingde Li, N. Matta","doi":"10.1108/oir-02-2021-0098","DOIUrl":"https://doi.org/10.1108/oir-02-2021-0098","url":null,"abstract":"PurposeMost of the existing studies on the evolution of emergency topics in social media focused on the emergency information demand of fixed user type in emergency while ignoring the changing roles of stakeholders during the emergency. Thus in this study, a three-dimensional dynamic topic evolution model is proposed, in which fine grained division of time, dynamic identification of stakeholders in the emergency, and emergency topic evolution based on both timeline and stakeholder's type are all considered.Design/methodology/approachParticularly the relevance between the tweets posted and the topic of emergency, the influence on the social network, and the attention of emergency topic are as well taken into account to quantitatively calculate the weight and ranking of stakeholders at different stages of the emergency. To verify the proposed model, an experimental demonstration was carried out under an emergency event posted on social media.FindingsThe results show that (1) based on the three-dimensional dynamic topic evolution model, the composition and ranking of stakeholders have obvious differences at different stages; (2) the emergency information needs and the sharing behavior of stakeholders on emergency information also indicate different preferences where the topic concerns of stakeholders at different stages have a strong relationship with their weight ranking; (3) the emergency topic evolution considering both the dynamics of emergency stakeholders and emergency information demand could more accurately reflect the changing regularity of social media users' attention to information in emergency events.Originality/valueThis study is one of first to investigate the emergency topic evaluation on social media by considering the dynamic changes of various stakeholders in emergency. It could not only theoretically provide more accurate method to understand how users share and search emergency information in social media, but also practically signify an information recommendation way in social media for emergency tracking.Peer reviewThe peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-02-2021-0098.","PeriodicalId":143302,"journal":{"name":"Online Inf. Rev.","volume":"46 5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133696042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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