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Co-citation and cluster analyses of extant literature on social networks

TLDR
This study collected studies on social-network-related topics that were published between January 1996 and December 2014, assembling a total of 2565 articles and 81,316 citations to elucidate the core topics relevant to social networks.
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This article is published in International Journal of Information Management.The article was published on 2017-10-01 and is currently open access. It has received 170 citations till now. The article focuses on the topics: Social network & Social network analysis.

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Audience management, online turbulence and lurking in social networking services: A transactional process of stress perspective

TL;DR: The results show that the four types of audience management strategies have different effects on online turbulence, which significantly impacts neglected unintended audience concern especially when users have high self-monitoring skills.
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Research commentary on IS/IT Role in emergency and pandemic management: Current and future research

TL;DR: The role of IS/IT in providing services and support on information gathering, analysis, and management during major public emergencies and pandemic crises such as the battle against the new coronavirus is discussed in this article.
Journal ArticleDOI

A network-based concept extraction for managing customer requests in a social media care context

TL;DR: This paper introduces a new strategy for automatically managing the information listed in the requests that customers send to the social media accounts of companies, relying on the use of network techniques for extracting high-level structures from texts, highlighting the different concepts expressed into the customers’ written requests.
Journal ArticleDOI

Exploration into the intellectual structure of mobile information systems

TL;DR: 6 core categories of knowledge in mobile information systems are yielded that will be useful for scholars from different disciplines to effectively understand the core concepts and their relevance in MobIS in order to uncover possible research directions and entry-points in this rapidly expanding research area.
Journal ArticleDOI

A semantic similarity adjusted document co-citation analysis: a case of tourism supply chain

TL;DR: The results of this case study suggest that the clustering quality and knowledge map of the domain can be improved by considering the document similarity along with their co-citation strength by incorporating the semantic similarity using latent semantic analysis for the abstracts of the top-cited documents.
References
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Journal ArticleDOI

The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations.

TL;DR: This article seeks to make theorists and researchers aware of the importance of not using the terms moderator and mediator interchangeably by carefully elaborating the many ways in which moderators and mediators differ, and delineates the conceptual and strategic implications of making use of such distinctions with regard to a wide range of phenomena.
Journal ArticleDOI

Evaluating Structural Equation Models with Unobservable Variables and Measurement Error

TL;DR: In this paper, the statistical tests used in the analysis of structural equation models with unobservable variables and measurement error are examined, and a drawback of the commonly applied chi square test, in additit...
Journal ArticleDOI

Common method biases in behavioral research: a critical review of the literature and recommended remedies.

TL;DR: The extent to which method biases influence behavioral research results is examined, potential sources of method biases are identified, the cognitive processes through which method bias influence responses to measures are discussed, the many different procedural and statistical techniques that can be used to control method biases is evaluated, and recommendations for how to select appropriate procedural and Statistical remedies are provided.
Book ChapterDOI

Firm Resources and Sustained Competitive Advantage

TL;DR: In this article, the authors examined the link between firm resources and sustained competitive advantage and analyzed the potential of several firm resources for generating sustained competitive advantages, including value, rareness, imitability, and substitutability.

Perceived Usefulness, Perceived Ease of Use, and User

TL;DR: Regression analyses suggest that perceived ease of use may actually be a causal antecdent to perceived usefulness, as opposed to a parallel, direct determinant of system usage.
Related Papers (5)
Frequently Asked Questions (15)
Q1. What have the authors contributed in "Co-citation and cluster analyses of extant literature on social networks" ?

Over one billion people are currently using social media such as social websites ( Facebook Newsroom 2015 ) ; consequently, numerous academic scholars have developed interest in studying the use of social media and social networks. In this study, the authors collected studies on social-network-related topics that were published between January 1996 and December 2014, assembling a total of 2,565 articles and 81,316 citations. Finally, the results of this study were further discussed to elucidate the core topics relevant to social networks. 

Future studies may collect more articles related to social networks from other databases to perform a trend analysis and explore the evolution of social network research. Future studies may consider different weights for articles published during different periods of time. New articles may have a possibility of being considered highly cited ( value ) articles. In future studies, scholars could extent the period of analysis and incorporate the aforementioned problems associated with processing journal data to investigate future changes and trends in the knowledge structure of social networks, thus further perfecting the core knowledge of social networks. 

SPSS statistical software was used to conduct relevant statistical analyses and to elaborate the core knowledge of research on social networks. 

They found that models of dynamical systems with small-world coupling display enhanced signal-propagation speed, computational power, and synchronizability. 

Current social network research mainly explores topics such as network user status, community relationships, and network centrality. 

fields such as medical innovation have also appeared in the field of social networks, indicating the richness, diversity, and importance of social network research to various academic fields. 

Because the number of social network users has steadily increased along with rapid technological development, the topic of social network evaluation has become an essential research orientation for current and future studies. 

Social network sites analyses utilize the use of the digital networks and related network-based information for understanding relationships among people, teams, departments, organizations, or markets (Ngai et al. 2015; Haynes et al. 2016). 

This study clustered the cocitation matrix, in which data were standardized to az-score, of the frequently cited documents into various groups, obtaining a total of seven clusters. 

Their results showed that the five core factors are trust, technology acceptance and technology application, e-commerce task-related application, e-markets, and identity and evaluation. 

Venkatesh et al. (2003) conducted four research processes: (a) reviewing user acceptance literature and discussing eight prominent models; (b) empirically comparing the eight models and their extensions; (c) formulating a unified model that integrated elements across the eight models; and (d) empirically validating the unified model. 

Granovetter also asserted that the extent of overlap in two people’s friendship networks is directly correlated with the strength of the relational tie between them. 

Ellison et al. (2007) studied the relationship between Facebook use and the formation and maintenance of social capital by assessing three types of social capital: bridging, bonding, and maintained social capital. 

Barney (1991) investigated the relationship between firm resources and sustained competitive advantages and verified four potential resources for creating such advantages: value, rareness, imitability, and substitutability. 

This analysis is a type of bibliometric method that allows quantifying the cocitation relationship between documents (Small 1973).