Proceedings of the 2022 Computers and People Research Conference最新文献_第2页

Sharing Missing Persons Appeals on Social Media: Assessing Community Engagement on Facebook and Twitter 在社交媒体上分享失踪人员呼吁:评估Facebook和Twitter上的社区参与

Proceedings of the 2022 Computers and People Research Conference Pub Date : 2022-06-02 DOI: 10.1145/3510606.3550200

Simona Ciobotaru, C. Adams, C. Collie, K. Greene

引用次数: 0

Inferring Information Reception Velocity from Network Positions in Microblogs: A Quantitative Study 从微博网络位置推断信息接收速度的定量研究

Proceedings of the 2022 Computers and People Research Conference Pub Date : 2022-06-02 DOI: 10.1145/3510606.3550205

Sebastian Schötteler, Sven Laumer, Heidi Schuhbauer, Leon Müller, Andreas Hahn, Ferdinand Abend, Matthias Viessmann

{"title":"Inferring Information Reception Velocity from Network Positions in Microblogs: A Quantitative Study","authors":"Sebastian Schötteler, Sven Laumer, Heidi Schuhbauer, Leon Müller, Andreas Hahn, Ferdinand Abend, Matthias Viessmann","doi":"10.1145/3510606.3550205","DOIUrl":"https://doi.org/10.1145/3510606.3550205","url":null,"abstract":"According to social network research, network actors' benefits from being structurally embedded in a social network are not uniform but depend on the actors' specific network positions. This study evaluates whether users who occupy specific positions in a microblog follower network receive information that diffuses through mention and repost ties in the associated microblog faster than users who do not occupy such positions. Specifically, we focus on two network positions related to structural capital: outdegree centrality and structural hole closure. To explore this assumption, we conducted a regression analysis with the help of a large dataset that quantifies the diffusion of news and rumors about the discovery of the Higgs-boson particle on Twitter. Our study reveals that in microblogs, the two aforementioned network positions related to structural capital are associated with faster information reception velocity in microblogs. These findings indicate that network positions typically attributed to structural capital in other social network areas also yield benefits in the context of microblogs. According to our findings, microblog users should build a large network of followed users, preferably from disjunct network clusters.","PeriodicalId":166754,"journal":{"name":"Proceedings of the 2022 Computers and People Research Conference","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130935901","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

Artificial Intelligence in Mental Health: A Qualitative Expert Study on Realistic Application Scenarios and Future Directions 心理健康中的人工智能:现实应用场景与未来方向的定性专家研究

Proceedings of the 2022 Computers and People Research Conference Pub Date : 2022-06-02 DOI: 10.1145/3510606.3550209

Lea Reis, C. Maier

引用次数: 0

Uncovering the Necessary Hard- and Soft-Skills to Get IT Personnel Jobs: A Text Mining Approach 揭示获得IT人员工作所需的硬技能和软技能:一种文本挖掘方法

Proceedings of the 2022 Computers and People Research Conference Pub Date : 2022-06-02 DOI: 10.1145/3510606.3550213

F. Meier, Sven Laumer

{"title":"Uncovering the Necessary Hard- and Soft-Skills to Get IT Personnel Jobs: A Text Mining Approach","authors":"F. Meier, Sven Laumer","doi":"10.1145/3510606.3550213","DOIUrl":"https://doi.org/10.1145/3510606.3550213","url":null,"abstract":"With digitalization disrupting organizations every day, the necessary skills to get a job in modern societies are changing rapidly. Individuals and educational institutions seek knowledge of what industry demands in terms of hard- and soft-skills to plan their next step in having these skills in their personal or educational portfolio. To find out which hard- and soft-skills play a key role in finding IT personnel jobs, we employ a text mining approach on job advertisement data and generate a framework for IT personnel jobs. After doing some standard preprocessing steps, we use topic modeling to generate our results and map those with the IT personnel framework. Our results show that three competencies' fields are relevant for IT personnel jobs, and hard-and soft-skills play both a major role in those. Depending on which competencies field one wants to explore, we highlighted the most necessary skills that may play a decisive role when applying for a job in that position. Our findings contribute to the stream of literature equipping both educational institutions and individuals with recommendations of the skills to include and focus on regarding IT personnel.","PeriodicalId":166754,"journal":{"name":"Proceedings of the 2022 Computers and People Research Conference","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-06-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122439442","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

When Firms Deviate from Industry Benchmarks: A Study on IT Human Capital Investment Deviation and Firm Performance 当企业偏离行业基准:IT人力资本投资偏离与企业绩效研究

Proceedings of the 2022 Computers and People Research Conference Pub Date : 2022-06-02 DOI: 10.1145/3510606.3550207

F. Shapouri, T. Setor, D. Joseph

引用次数: 0

Employee Perception of Enforced Telework in the Context of the Covid-19 Pandemic Covid-19大流行背景下员工对强制远程工作的看法

Proceedings of the 2022 Computers and People Research Conference Pub Date : 2022-06-02 DOI: 10.1145/3510606.3551897

Caroline Mattes, F. Meier, Sven Laumer

引用次数: 1