Social Network Extraction: A Review of Automatic Techniques

Arif, Tasleem; Ali, Rashid; Asger, M.

doi:10.5120/16558-3964

Cited by 9 publications

(4 citation statements)

References 30 publications

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“…Network theory is a methodology for studying the topology and objects of complex networks using quantitative and qualitative graph-based analysis. Network theory has been used to solve problems in social science, computer science, data mining, and other related fields [26][27][28][29][30][31][32][33]. These applications applied the same core concept to demonstrate and analyze relationships between characteristics and actions, using a visual medium to present the relationships between different actors and allowing for full and precise descriptions of authentic conditions without resorting to complex mathematical equations.…”

Section: Relationship Between Network Theory and Information Processesmentioning

confidence: 99%

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Using Network Analysis Theory to Extract Critical Data from a Construction Project

Kao

Chen

Ho³

2023

Buildings

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Construction projects are inherently complex and entail extensive information processing. Thus, they require effective information management, which, in turn, requires the preservation of critical construction data (CD). Although BIM and blockchain methodology use the “change type of query and storage for data management” to improve the service quality of data, data redundancy still causes inefficient retrieval. Moreover, project managers face various source limitations, which prevent the contents of the database from being managed efficiently. This study uses network analysis theory to design an information network (IN). Critical CD were extracted, and an IN structure was built using data from construction practices (network nodes) and data relation (network links). Three metrics were used for performance evaluation of the data references and data delivery. The refurbishment of heritage buildings in Kinmen, Taiwan, was used as a case study to extract critical CD such as the “inspection record checklist” and “architect design plan drawing”. Lastly, CD can be applied as the elementary item of a backstage database for BIM and blockchain applications of DM. The combined system of critical DM can play an important role in obtaining comprehensive information for a construction project. Customized metrics of IN analysis can be developed as an integrated composite to decide the priority of CD.

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Section: Relationship Between Network Theory and Information Processesmentioning

confidence: 99%

“…In addition, network metrics can be used to evaluate the status of agents in social groups and the state of the entire social group. The network density and the distance between the core agent and other nodes can be used to extract relevant knowledge from practice [31,32].…”

Section: Relationship Between Network Theory and Information Processesmentioning

confidence: 99%

Using Network Analysis Theory to Extract Critical Data from a Construction Project

Kao

Chen

Ho³

2023

Buildings

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“…Since then a number of such efforts have been made to automatically extract underlying social networks from a multitude of data sources. A detailed discussion on the social network extraction methods has been provided in [11].These methods have been classified in [11] on the basis of the type of the information source used for extraction of relationships and in turn the social networks.…”

Section: Related Workmentioning

confidence: 99%

“…Because of space constraints we cannot discuss all of them here but readers interested in the same can refer to [11].…”

Section: Related Workmentioning

confidence: 99%

Mining and Analyzing Academic Social Networks

Arif¹

2015

IJCATR

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Academics establish relationships by way of various interactions like jointly authoring a research paper or report, jointly supervising a thesis, working jointly on a project, etc. Some of these relationships are ubiquitous whereas other are hard to keep track of. Of all types of possible academic and research collaborations, co-authorship is best documented. In this paper we analyze the coauthorship based academic social networks of computer science engineering departments of Indian Institutes of Technology (IITs) as evidenced from their research publications produced during 2011 and 2015.

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The Influence of Technology and Social Networks on Social Change

Fenni

Ezziyyani

2020

Advances in Intelligent Systems and Computing

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Social Network Extraction: A Review of Automatic Techniques

Cited by 9 publications

References 30 publications

Using Network Analysis Theory to Extract Critical Data from a Construction Project

Using Network Analysis Theory to Extract Critical Data from a Construction Project

Mining and Analyzing Academic Social Networks

The Influence of Technology and Social Networks on Social Change

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