Telematics and Informatics Reports最新文献_第10页

Effect of emotion and workload on expertise in programming 情绪和工作量对编程专业知识的影响

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100095

Zubair Ahsan, Unaizah Obaidellah

{"title":"Effect of emotion and workload on expertise in programming","authors":"Zubair Ahsan, Unaizah Obaidellah","doi":"10.1016/j.teler.2023.100095","DOIUrl":"https://doi.org/10.1016/j.teler.2023.100095","url":null,"abstract":"<div><p>In recent times, few studies on program comprehension have incorporated the use of psycho-physiological devices and self-report tools to measure participants’ emotions and cognitive workload. The use of self-report scales is beneficial in settings where there is no access to biosensors or a need for a general understanding of programmers’ emotions and workload during learning or in an assessment of a large group. Hence, we designed a study that would use self-report tools — the Self-Assessment Manikin (SAM) test and NASA TLX (Task Load Index) to obtain the emotions and workload of the participants on two types of programming tasks (logical and conceptual). Our aim was to identify the relationship between emotions and expertise, and workload and expertise on conceptual and logical questions in timed and untimed conditions. Our findings indicate that participants showed Low Valence-High Arousal (LVHA) in timed conditions and High Valence-Low Arousal (HVLA) in untimed conditions. Findings further indicate that high performers showed High Valence-Low Arousal (HVLA) on conceptual questions and High Valence-High Arousal (HVHA) on logical questions, whereas low performers showed High Valence-Low Arousal (HVLA) on conceptual questions and Low Valence-High Arousal (LVHA) on logical questions. We found that participants had a higher workload in timed conditions than untimed conditions and had a higher workload on logical questions than conceptual questions. Furthermore, we employed machine learning algorithms to predict expertise using emotions and workload and the best classifier produced an accuracy of 71.4%, with 72% weighted precision, 71.5% weighted recall, and 71.11% weighted F-score.</p></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"11 ","pages":"Article 100095"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49761465","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

Internet of things empowering operations management; A systematic review based on bibliometric and content analysis 物联网赋能运营管理；基于文献计量和内容分析的系统综述

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100096

Narges Rezaee , Seyed Mahmood Zanjirchi , Negar Jalilian , Seyed Mojtaba Hosseini Bamakan

{"title":"Internet of things empowering operations management; A systematic review based on bibliometric and content analysis","authors":"Narges Rezaee , Seyed Mahmood Zanjirchi , Negar Jalilian , Seyed Mojtaba Hosseini Bamakan","doi":"10.1016/j.teler.2023.100096","DOIUrl":"https://doi.org/10.1016/j.teler.2023.100096","url":null,"abstract":"<div><p>This paper reviews the Internet of Things' use and its impact on operations management through an analysis of the extensive literature. The purpose of this research is to analyze a collection of scientific articles (from a bibliographic and content perspective) that are indexed with the keywords \"Internet of things\" and \"Operations management\" in the Scopus and WOS databases. This study compiles and analyses 1623 articles using different approaches such as bibliometric, life cycle analysis, and text analysis to classify the Internet of Things applications in operations management. This research shows that 5 clusters of digitization, digital operations, monitoring system, tracking, and Smartification are controversial areas in Internet of things applications in operations management. Among the findings of this study, we can mention identifying the most constructive, influential, and contributing researchers, universities, and countries. This study increases scientific assistance in investigating the effects of the Internet of things on operational management.</p></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"11 ","pages":"Article 100096"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49710641","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 bibliometrics assessment of opportunistic network protocols & simulation tools 机会网络协议与仿真工具的文献计量学评估

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100082

Renu Dalal , Anupma Sangwan , Manju Khari

{"title":"The bibliometrics assessment of opportunistic network protocols & simulation tools","authors":"Renu Dalal , Anupma Sangwan , Manju Khari","doi":"10.1016/j.teler.2023.100082","DOIUrl":"https://doi.org/10.1016/j.teler.2023.100082","url":null,"abstract":"<div><p>Opportunistic Network (Oppnets) is one of the influencing network of wireless ad-hoc Network in today's era of research. Massive publications have already existed in Oppnets, which considers diverse techniques of Opportunistic Routing (OR) to provide an adequate selection of relay nodes. This article contributes to the bibliometric evaluation of the routing protocols and study of network simulation tools. Bibliometric analysis is the statistical analysis of published articles by researchers at particular time and place, with the relation among these articles. The data were pre-processed and analyzed with the VOS viewer and Bibliometrics, the professional mapping tool. 16 years of publication (from 2006 to 2022) were included in this evaluation process. Firstly, persuasive citation evaluation of countries and articles were addressed. Secondly, contribution assessment of documents according to countries and researchers. Thirdly, most effective sources, keywords, and trending topics with co-occurrence of bibliographic coupling were encountered. At last, 23 wireless-tools were analysed and also compared. These tools were also discussed with their unique features, leverages, and detriments. The primary objective is to give researchers enormous knowledge and help them elaborate their work in OR, and select appropriate tools to simulate their work. From this study; Readers, Researchers, and Authors can find easily the most reliable “researcher”, “document”, and “source of journal”. The author can find what work has been already published and illuminates their research work with more outcome.</p></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"11 ","pages":"Article 100082"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49710696","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

Investigating autistic traits, social phobia, fear of COVID-19, and internet use disorder variables in the context of videoconference fatigue 在视频会议疲劳的背景下调查自闭症特征、社交恐惧症、对新冠肺炎的恐惧和互联网使用障碍变量

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100067

Yingying Zhang , Shuxia Yao , Cornelia Sindermann , Dmitri Rozgonjuk , Menghan Zhou , René Riedl , Christian Montag

{"title":"Investigating autistic traits, social phobia, fear of COVID-19, and internet use disorder variables in the context of videoconference fatigue","authors":"Yingying Zhang , Shuxia Yao , Cornelia Sindermann , Dmitri Rozgonjuk , Menghan Zhou , René Riedl , Christian Montag","doi":"10.1016/j.teler.2023.100067","DOIUrl":"https://doi.org/10.1016/j.teler.2023.100067","url":null,"abstract":"<div><p>In response to the coronavirus disease 2019 (COVID-19) pandemic, many individuals turned to synchronous online video communication technologies as a substitute for real-world face-to-face interactions. Evidence indicates that some users of such technologies show symptoms of exhaustion and fatigue during and after videoconferences (VCs) – this phenomenon is referred to as Videoconference fatigue (VC fatigue). Research characterizing the possible vulnerability factors for VC fatigue is still scarce and considered to be in its early stage. Contributing to closing this gap in the existing literature is the motivation for the present study. Survey data was collected from 311 German-speaking participants to explore the relationships of VC fatigue with several psychological factors including autistic traits, social phobia, Fear of COVID-19, tendencies towards Internet Use Disorders (IUD tendencies), and Fear of Missing Out (FoMO, trait and state variables). Results showed that VC fatigue was significantly positively correlated with all of these psychological factors except state-FoMO, and cross-sectional mediation analyses provided further evidence for the positive association between autistic traits and VC fatigue. Specifically, the relationship between autistic traits and VC fatigue was mediated by Fear of COVID-19 and IUD tendencies rather than social phobia, with the latter being a preregistered hypothesis. This study adds to the literature by revealing several possible vulnerability factors associated with VC fatigue. In essence, the present work sheds light on the complex association between autistic traits and VC fatigue. We discuss the implications of our study as well as its limitations and potential avenues for future research.</p></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"11 ","pages":"Article 100067"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49710755","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

Navigating the acceptance of implementing business intelligence in organizations: A system dynamics approach 引导人们接受在组织中实施商业智能：一种系统动力学方法

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100070

Mehrdad Maghsoudi , Navid Nezafati

{"title":"Navigating the acceptance of implementing business intelligence in organizations: A system dynamics approach","authors":"Mehrdad Maghsoudi , Navid Nezafati","doi":"10.1016/j.teler.2023.100070","DOIUrl":"https://doi.org/10.1016/j.teler.2023.100070","url":null,"abstract":"<div><p>The rise of information technology has transformed the business landscape, with organizations increasingly relying on information systems to collect and store vast amounts of data. To stay competitive, businesses must harness this data to make informed decisions that optimize their actions in response to the market. Business intelligence (BI) is an approach that enables organizations to leverage data-driven insights for better decision-making, but implementing BI comes with its own set of challenges. Accordingly, understanding the key factors that contribute to successful implementation is crucial.</p><p>This study examines the factors affecting the implementation of BI projects by analyzing the interactions between these factors using system dynamics modeling. The research draws on interviews with five BI experts and a review of the background literature to identify effective implementation strategies. Specifically, the study compares traditional and self-service implementation approaches and simulates their respective impacts on organizational acceptance of BI. The results show that the two approaches were equally effective in generating organizational acceptance until the twenty-fifth month of implementation, after which the self-service strategy generated significantly higher levels of acceptance than the traditional strategy. In fact, after 60 months, the self-service approach was associated with a 30% increase in organizational acceptance over the traditional approach. The paper also provides recommendations for increasing the acceptance of BI in both implementation strategies. Overall, this study underscores the importance of identifying and addressing key factors that impact BI implementation success, offering practical guidance to organizations seeking to leverage the power of BI in today's competitive business environment.</p></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"11 ","pages":"Article 100070"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49710955","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: 6

Role of visual social networking, hypersensitive narcissism, and anxiety sensitivity in online compulsive buying 视觉社交网络、超敏感自恋和焦虑敏感性在网络强迫性购买中的作用

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100069

Oliver Thomas Neale, Phil Reed

引用次数: 0

Assessment of an annotation method for the detection of Spanish argumentative, non-argumentative, and their components 评估一种标注方法，用于检测西班牙语的辩论，非辩论，和他们的组成部分

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100068

Yudi Guzmán-Monteza

{"title":"Assessment of an annotation method for the detection of Spanish argumentative, non-argumentative, and their components","authors":"Yudi Guzmán-Monteza","doi":"10.1016/j.teler.2023.100068","DOIUrl":"https://doi.org/10.1016/j.teler.2023.100068","url":null,"abstract":"<div><p>There are many annotation methods for the English language based on adapting an argumentation model according to the study domain. However, as far as research has been done, there are no annotation methods for detecting argumentative content in Spanish, not only due to the complexity of identifying the evidence but also because of the lack of data available for this task. The research aims to present and evaluate an annotation method consisting of an adapted argumentation model, an annotation guide, and an annotation process based on Twitter data analysis. The Inter Annotator Agreement (IAA) study achieves 0.63 Fleiss Kappa for Argument/Non-Argument tagging, 0.35 Fleiss Kappa for Argument Component tagging, and 0.53 Fleiss Kappa for Non-Argument Component tagging, while the best Cohen's kappa (k) index achieved, was 0.73, 0.52 and 0.75 respectively. The results' assessment highlights the need to include linguistic segmentation rules for the second annotation task. It is crucial to use discourse markers for the claim and evidence detection. For the first annotation task, it determined that if the prevalence index and the bias index are very low, the prevalence index predominates over the bias index because k increases (0.52<=<em>k</em><=0.72); likewise, for the third annotation task, when the observed agreement index is almost perfect (0.92) the value of k increases (<em>k</em>=0.75) despite a high prevalence index and a low bias index. The annotated corpus with a Fleiss Kappa >= 0.60, agreement and disagreement tables, and confusion matrices code are available on Mendeley Data Repository.</p></div>","PeriodicalId":101213,"journal":{"name":"Telematics and Informatics Reports","volume":"11 ","pages":"Article 100068"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49733143","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

Filters uncovered: Investigating the impact of AR face filters and self-view on videoconference fatigue and affect 未发现的过滤器：调查AR人脸过滤器和自我视角对视频会议疲劳和影响的影响

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100088

Benjamin J. Li, Hui Min Lee

引用次数: 0

You've been fact-checked! Examining the effectiveness of social media fact-checking against the spread of misinformation 你已经接受了事实核查！检查社交媒体事实核查对错误信息传播的有效性

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100090

Ben Wasike

引用次数: 0

Data-driven goal setting: Searching optimal badges in the decision forest 数据驱动的目标设置：在决策林中搜索最佳徽章

Telematics and Informatics Reports Pub Date : 2023-09-01 DOI: 10.1016/j.teler.2023.100072

Julian Langenhagen

引用次数: 0