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Social Network Analysis and Mining for Business Applications

Francesco Bonchi, Carlos Castillo, Aristides Gionis, Alejandro Jaimes
2011 ACM Transactions on Intelligent Systems and Technology  
analysis and mining from the perspective of business applications.  ...  The main contribution of this article is to provide a state-of-the-art overview of current techniques while providing a critical perspective on business applications of social network analysis and mining  ...  In addition, we would like to thank Sinan Aral, Francoise Soulie Fogelman, Foster Provost, and Duncan Watts for their additional comments.  ... 
doi:10.1145/1961189.1961194 fatcat:rstwktyuzze6fgutld3g36n2im

Data Mining for Business Intelligence in Social Network: A survey

Smita Bhanap, Dr. Seema Kawthekar
2015 IARJSET  
can benefit the importance of social network analysis and mining for business intelligence.  ...  This paper reviews basics of Data Mining, Social Network Analysis and its applications in Business Intelligence with data mining techniques and suggest how this survey and study of the data mining approaches  ...  Fig : A mining process for electronic -business data [5] Data Social network analysis is used extensively in a wide range of applications and disciplines.  ... 
doi:10.17148/iarjset.2015.21223 fatcat:234c6gpmengqrpwvfrz4tgrwve

Business Intelligence and Analytics: From Big Data to Big Impact

Chen, Chiang, Storey
2012 MIS Quarterly  
Business intelligence and analytics (BI&A) has emerged as an important area of study for both practitioners and researchers, reflecting the magnitude and impact of data-related problems to be solved in  ...  This introduction to the MIS Quarterly Special Issue on Business Intelligence Research first provides a framework that identifies the evolution, applications, and emerging research areas of BI&A.  ...  He shared the belief that business intelligence and analytics is an emerging and critical IS research area.  ... 
doi:10.2307/41703503 fatcat:34ytea7vvrfuvdqyfmdyhhxoi4

MobileMiner

Tengjiao Wang, Bishan Yang, Jun Gao, Dongqing Yang, Shiwei Tang, Haoyu Wu, Kedong Liu, Jian Pei
2009 Proceedings of the 35th SIGMOD international conference on Management of data - SIGMOD '09  
Mobile communication data analysis has been often used as a background application to motivate many data mining problems.  ...  MobileMiner adaptively profiles users' behavior from their calling and moving record streams. Customer segmentation and social community analysis can be conducted based on user profiles.  ...  clusters on data streams, social network analysis, collaborative filtering and recommendation.  ... 
doi:10.1145/1559845.1559988 dblp:conf/sigmod/WangYGYTWLP09 fatcat:ennvjlxrnzh5tdininerdloyra

Collaboration Framework based on Social Semantic Web for Cloud Systems
클라우드 시스템에서 소셜 시멘틱 웹 기반 협력 프레임 워크

Romeo Mark A. Mateo, Hyun-Ho Yang, Jae-Wan Lee
2012 Journal of Internet Computing and services  
However, most cloud systems do not support the semantic structures, and because of this, vital information from social network sites is still hard to process and use for business strategy.  ...  The knowledge acquisition module extracts rules from data gathered by social agents and these rules are used for collaboration and business strategy.  ...  The data mining techniques should provide a critical perspective on business applications of social network analysis and mining.  ... 
doi:10.7472/jksii.2012.13.1.65 fatcat:mujgpxmgxvfvtof5ochz4vtwae

Applying data mining method for marketing purpose in social networks: case of Tebyan

Hani Sharifian, Mohammad Meisam Danesh Ashtiani, Nastaran Hajiheydari
2017 International Journal of Electronic Marketing and Retailing  
The purpose of this article is market segmentation and correctly identifying the target groups for social network using data mining techniques.  ...  In this research we deploy Data Mining methods for segmenting Tebyan social network users to see how this method could contribute toward marketing strategies and purposes.  ...  The current usage of social networks as a huge market, makes these studies more and more important for today's business.  ... 
doi:10.1504/ijemr.2017.085697 fatcat:p76tznghmjhmbmkqtvsuexjymq

Personalized Marketing in Facebook using Hidden Markov Model

Gayana Fernando, Md Gapar
2018 International Journal of Computer Applications  
With the growth of social networks its profile holders have become the creators and distributors of business data. Due to this, social networks hold terabytes of raw data.  ...  With these difficulties, the need to discover an efficient approach to mine unorganized and dynamic data in social networks is of utmost importance.  ...  ACKNOWLEDGEMENTS We sincerely thank Ms Lekhani Pathirana for the help and the guidance given. Further we would like to extend the gratitude to Professor Dr. Ali Khatibi all the encouragement given.  ... 
doi:10.5120/ijca2018916207 fatcat:ani3vjtfqvbudnjlwkrob4o6yu

Business Intelligence and Analytics

Ee-Peng Lim, Hsinchun Chen, Guoqing Chen
2013 ACM Transactions on Management Information Systems  
Business intelligence and analytics (BIA) is about the development of technologies, systems, practices, and applications to analyze critical business data so as to gain new insights about business and  ...  The article aims to review the state-of-the-art techniques and models and to summarize their use in BIA applications.  ...  From Sentiment Analysis to Opinion Mining.  ... 
doi:10.1145/2407740.2407741 fatcat:enjlhfzqfnfqvlv63axun5dvee

Social Network Analysis of Online Marketplaces

Pushpa Kumar, Kang Zhang
2007 IEEE International Conference on e-Business Engineering (ICEBE'07)  
This paper presents a preliminary effort on visualization and analysis of social networks for online marketplaces. We use one of the most popular e-business models, eBay, as a case study.  ...  Such an analysis could lead to possible enhancements to the current e-business models.  ...  We attempt to utilize concepts of social network analysis for studying networks of online marketplaces. We take eBay, one of the successful online businesses as a case study for our research.  ... 
doi:10.1109/icebe.2007.4402116 fatcat:yp6ntlt3wjanvgo43ygmmrqiyy

Social Network Analysis of Online Marketplaces

Pushpa Kumar, Kang Zhang
2007 IEEE International Conference on e-Business Engineering (ICEBE'07)  
This paper presents a preliminary effort on visualization and analysis of social networks for online marketplaces. We use one of the most popular e-business models, eBay, as a case study.  ...  Such an analysis could lead to possible enhancements to the current e-business models.  ...  We attempt to utilize concepts of social network analysis for studying networks of online marketplaces. We take eBay, one of the successful online businesses as a case study for our research.  ... 
doi:10.1109/icebe.2007.27 dblp:conf/icebe/KumarZ07 fatcat:o3eihci23vdvnhafjtprn7ny34

A Brief Overview of the Accuracy of Classification Algorithms for Data Prediction in Machine Learning Applications

Lichung Jen
2021 Journal of Applied Data Sciences  
The development of education and health services is reliant on historical data. For the more, lowering online social media networks problems and crimes need a big supply of information.  ...  This study intends to allow data analysts to identify the best suitable classification algorithm for numerous commercial applications including business in general, online social media networks, agriculture  ...  Social media applications are developed based on Online Social Network (OSN) concept.  ... 
doi:10.47738/jads.v2i3.38 fatcat:e34ofdkwxbf4lazb3gt5kqqoye

Proceedings of the 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining

2020 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)  
The 11th International Workshop on Mining and Analyzing Social Networks for Decision Support (MSNDS 2020) 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM  ...  (6th edition) (SI 2020) The 5th International Workshop on Social Network Analysis Surveillance Technologies (SNAST 2020) Workshop on Business Intelligence and Social Networks (BISON 2020) ISBN:  ... 
doi:10.1109/asonam49781.2020.9381385 fatcat:ttzfzxjf6zhw3ah6svpuxjyala

Use of Social Media in Predictive Analysis for Business Intelligence

Prof. S. B. Nikam
2018 International Journal for Research in Applied Science and Engineering Technology  
Technology which helps in making information are known as Social media. It also offers us with a platform for sharing views, expression and career interest through virtual communities and networks.  ...  management, text mining, genetic analysis and prediction analytics.  ...  Business Analysis is used in Application sales, financial management, data mining, visualization and Statistics. II.  ... 
doi:10.22214/ijraset.2018.6093 fatcat:ckke7enzgbgwlov6klj44rdaty

A Research on User Behavior Sequence Analysis Based on Social Networking Service Use-Case Model

Mo Chen, Xiao-Ping Yang, Ting Liu
2014 International Journal of u- and e- Service, Science and Technology  
This paper will put forward a use-case model of social networking service, which reflects the application requirements of social networking service for different roles.  ...  The experimental results show that implementation of this analysis process based on Struts2 technology not only provides a reference example for the data analysis of the network application service based  ...  mode mining algorithm improved, in order to provide a reference example for the Web data analysis and formulate the business decisions of network application service.  ... 
doi:10.14257/ijunesst.2014.7.2.01 fatcat:orkfcr2iprfxthavtegecmtopq

Social creativity as a function of agent cognition and network properties: A computer model

Siddhartha Bhattacharyya, Stellan Ohlsson
2010 Social Networks  
Technical Infrastructure Analyses (United Way of Metropolitan Chicago) Collaborative work using SharePoint and MS Office for Horizontal Lines of Business (Microsoft) Toddler Town -Social Networking for  ...  and Market Basket Analysis (Sagence Group) Social Networking Platform using open source tools (Illinois Technology Association) Search Engine Optimization (Duraco) Scorecard Metrics for Sales Teams (Microsoft  ... 
doi:10.1016/j.socnet.2010.04.001 fatcat:ibtxflpv5zgwpnznrktd5yqkui
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