Examining the communication model of customer participation and competitive business with social media based on brand in manufacturing and trading companies by javad mashhadizadeh, Farzad Karimi, Mojtaba aghajani

“…Internet users in these websites gather together virtually around a shared axis and form online communities (Torki et al, 2023). …”
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Blockchain-based hierarchical and multi-level smart service transaction supervision framework for crowdsourcing logistics by Chuntang YU, Zhigeng HAN, Zhiyuan LI, Liangmin WANG

“…In view of the security threats such as forgery,deception,privacy disclosure and non-traceability caused by the lack of transaction supervision for crowdsourcing logistics in the modern service industry,a blockchain-based hierarchical and multi-level smart service transaction supervision framework for crowdsourcing logistics was proposed.Firstly,the framework adopted the two-stage supervision system:one was the National Authorized Certification Center for the supervision of logistics service platform,the other was the logistics service platform for the supervision of crowdsourcing logistics participation.Later,under the framework of the supervision system,the functions of crowd contract,legal and anonymous identity authentication,intelligent transaction matching,anomaly data analysis and detection,privacy protection and traceability were realized.Then,through the security analysis and transaction supervision component software,the security controllability and operational efficiency of the transaction supervision architecture were verified.Finally,the software component was run on the real crowdsourcing logistics enterprise platform for the actual measurement.The measurement results show that the proposed hierarchical and multi-level smart service transaction supervision framework is safe and controllable.The framework can protect the privacy of users and data,prevent forgery and deception,and realize the auditability and traceability of behaviors and data of users.…”
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Educators’ intention to use tangible and graphical experimentation with Arduino and Micro:bit by Sokratis Tselegkaridis, Theodosios Sapounidis, Serafeim A. Triantafyllou

“…The examination aimed to assess: (a) educators’ preferences between tangible and virtual experimentation, and (b) factors influencing educators’ behavioral intention to use Arduino and Micro:bit. The statistical analysis encompassed a range of methods, including factor analysis, and linear regression. …”
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Mood Detection from Physical and Neurophysical Data Using Deep Learning Models by Zeynep Hilal Kilimci, Aykut Güven, Mitat Uysal, Selim Akyokus

“…Collected data are usually classified as personal, but they contain valuable information about their users when it is analyzed and interpreted. One of the main purposes of personal data analysis is to make predictions about users. …”
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Les services de Santé Sexuelle et Reproductive en Tunisie. Résultats d’une recherche qualitative auprès des jeunes usagers by Atf Gherissi, Francine Tinsa

“…In addition, this study needs to be updated to explore the potential effects of the Arab Spring on youth SRH perceptions and behaviors.…”
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A dynamic trust evaluation scheme for cooperative spectrum sensing by Meiying WANG, Jingyu FENG, Guangyue LU, Dingkun HAN

“…Considering the harmful effect of dynamic SSDF attack against cooperative spectrum sensing technologies，a dynamic trust evaluation scheme based on the real-time observation and analysis of cognitive users’ sensing behaviors was proposed.Time attenuation，additive reward and additive penalty factors based on the historical sensing variation of cognitive users were introduced to calculate the dynamic trust value which changes with time and the number of collaborations.Meanwhile，trusted cognitive users were selected to participate in cooperative sensing，and thus improving the accuracy of the final sensing decision.Simulation results show that the scheme can effectively suppress the growth of trust of malicious users，and reduce the attack success rate for“OR”，“AND”and“Majority”which are three kinds of cooperative spectrum sensing data fusion schemes.…”
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The Influence of Digital Marketing, Brand Awareness, and Product Quality on Purchase Decisions for Somethinc Skincare Products by Galuh Malakiano, Ihwan Susila

“…The sample size was determined based on a power analysis to ensure statistical adequacy for capturing a diverse range of opinions and behaviors. …”
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Social media warfare: investigating human-bot engagement in English, Japanese and German during the Russo-Ukrainian war on Twitter and Reddit by Wentao Xu, Kazutoshi Sasahara, Jianxun Chu, Bin Wang, Wenlu Fan, Zhiwen Hu

“…The analysis of over 20 million tweets and 1 million Reddit comments revealed that bots predominantly operated on Twitter (X), while human users were more active on Reddit. …”
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Dark Side of the Career: Reflections from an Online Discussion Platform by Zeynep Görgülü, Hasan Bozgeyikli

“…Finally, the cost cluster comprised physical, emotional, behavioral, and spiritual outputs of working life. In these outputs, users revealed their burnout, insecurity, and unhappiness. …”
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Mode Optimization and Rule Management of Intellectual Property Rights Protection of Educational Resource Data Based on Machine Learning Algorithm by Jiawei Cao

“…Educational resource data are a collection of final documents obtained by users, including full-text journals, books, dissertations, newspapers, conference papers, and other database materials. …”
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Technological-Based Interventions in Cancer and Factors Associated With the Use of Mobile Digital Wellness and Health Apps Among Cancer Information Seekers: Cross-Sectional Study by Ogochukwu Juliet Ezeigwe, Kenechukwu Obumneme Samuel Nwosu, Oladipo Kunle Afolayan, Akpevwe Amanda Ojaruega, Jovita Echere, Manali Desai, Modupe Olajumoke Onigbogi, Olajumoke Ope Oladoyin, Nnenna Chioma Okoye, Pierre Fwelo

“…We performed weighted univariate and multivariable logistic regression to determine the association between the use of health and wellness apps and socioeconomic factors, medical history and conditions, and lifestyle and behavioral factors. ResultsA total of 4770 participants who sought cancer information were included in the final analysis. …”
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Identifying method for opinion leaders in social network based on competency model by Bo CHEN, Xiang-yan TANG, Ling YU, Ya-shang LIU

“…A competency model of opinion leaders in social networks is presented，which includes three capacity factors，some explicit and implicit behavioral indicators.These characteristics of information production，information dissemination and information influence which opinion leaders should have.Based on the proposed competency model，social network users into four categories which divided:the general public，the activists，the topic opinion leaders and network opinion leaders.Then a hierarchical filtering process is designed and a system framework of filtering experimental for identifying opinion leaders is introduced.It takes the data extracted from the Sina microblog as input，then integrates some social network analysis tools such as MALLET，and develops the programs for specific functions with Python.Eventually，the opinion leaders of microblog can be identified.The experiment results prove the effectiveness of present competency model for opinion leaders and the feasibility of hierarchical filtering process.…”
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Exploring contributors to FoMO (fear of missing out) among university students: The role of social comparison, social media addiction, loneliness, and perfectionism by Bettina F. Piko, Vanessa Müller, Hedvig Kiss, David Mellor

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ACCEPTANCE OF A USB-BASED PORTABLE LEARNING RESOURCE ON LOCAL KNOWLEDGE (EXPERIENCE IN THE PHILIPPINES) by Angie R. Jalandoon, Liezel G. Mohillo, Dave E. Marcial

“…Specifically, this paper provides a descriptive analysis of Portable Learning Resource acceptance among the respondents in terms of performance expectancy, effort expectancy, attitudes toward using Portable Learning Resource, facilitating conditions, self-efficacy, anxiety, and behavioral intention to use Portable Learning Resource. …”
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The Ethical Challenges of Gamification in Iran: Uncovering the Dark Side by Mona Jami Pour, Hamideh Binaei

“…It is used as a new approach to reinforce desirable behaviors in employees, increase customer engagement with company products, and even change citizens' perceptions of their environment. …”
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Personalized Recommendation Model of High-Quality Education Resources for College Students Based on Data Mining by Chaohua Fang, Qiuyun Lu

“…In this paper, we analyze the behavioral data of learners in the learning process and extract three features of learner’s cognitive ability, knowledge level, and preference for learning of learner model analysis. …”
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Spatiotemporal Characteristics and Resilience of Urban Network Structure during the Spring Festival Travel Rush: A Case Study of Urban Agglomeration in the Middle Reaches of Yangtz... by Shimei Wei, Jinghu Pan

“…With the increasing trend of globalization, large-scale and diffuse population flow have become vital carriers characterizing users' spatial behaviors. Network analysis provides a new perspective to uncover the topology and evolution of the population flow and understand its influence on regional development. …”
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“High energy ahead!”: exploring Chinese adolescents’ pragmatic identities in bullet-screen discourse by Jue Wu

“…Abstract In the digital era, bullet-screen comments have emerged as an innovative online communication method, serving as a vital bridge that connects young internet users, stimulates creative expression, and fosters cultural resonance. …”
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The impact of introducing new stops into the agglomeration railway network on changes in transport behaviour in the catchment area by Sabina Puławska-Obiedowska, Aleksandra Ciastoń-Ciulkin, Mariusz Soboń

“… The aim of the analysis is to examine the impact of new railway stop openings within suburban railway network on changes in transport behaviors within their respective catchment areas. …”
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Activities of the militia in Ukraine to ensure road safety in the 1950s by V. A. Grechenko, S. I. Subota

“…Subjective factors included the level of legal culture of road users (drivers and pedestrians), the degree of their readiness to participate in traffic, the professional qualifications and material and technical equipment of the employees of the State Automobile Inspection. …”
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