Information Passing in Healthcare Social Networks

Yıl: 2017 Cilt: 10 Sayı: 1 Sayfa Aralığı: 99 - 104 Metin Dili: İngilizce İndeks Tarihi: 29-07-2022

Information Passing in Healthcare Social Networks

Öz:
In recent years, social networks have become one of the most influential developments in our lives. In this paper, we investigate trust relationships and information passing in online social networks that focus on health. Our results are based on a social network called doktorsitesi.com which is the one of the largest online social networks in Turkey about healthcare that is managed by professionals. We show that there is a connection among patients in terms of information passing in doktorlarsitesi.com and quantify this information passing. Our findings implicate that healthcare interactions are embedded in social networks, and the results on the existence of information passing on other types of e-commerce social networks also apply to healthcare social networks
Anahtar Kelime:

Konular: Bilgisayar Bilimleri, Bilgi Sistemleri
Belge Türü: Makale Makale Türü: Araştırma Makalesi Erişim Türü: Erişime Açık
  • [1] S. Bhagat, G. Cormode, S. Muthukrishnan, “Node Classification in Social Networks”, Social Network Data Analytics, IBM T. J. Watson Research Center, NY 10598, 115-148, 2011.
  • [2] P. H. Keckley, M. Hoffmann, “Social Networks in Health Care: Communication, collaboration and insights”, Deloitte Center for Health Solutions, 2010.
  • [3] I. Masic, S. Sivic, S. Toromanovic, T. Borojevic, H. Pandza, “Social Networks in Improvement of Health Care”, Avicena, 2012.
  • [4] S. Guo, M. Wang, J. Leskovec, “The Role of Social Networks in Online Shopping: Information Passing, Price of Trust, and Consumer Choice”, Stanford University, Stanford, CA, USA, 2011.
  • [5] P. DiMaggio, H. Louch. “Socially embedded consumer transactions: for what kinds of purchases do people most often use networks?”, Amer. Soc. Rev., 63(5), 619–637, 1998.
  • [6] T. Hennig-Thurau, K. Gwinner, G. Walsh, D. Gremler. “Electronic word-of-mouth via consumeropinion platforms:’What motivates consumers to articulate themselves on the Internet?”, J. of Interactive Marketing, 18(1), 38–52, 2004.
  • [7] B. Sarwar, G. Karypis, J. Konstan, J. Riedl. “Analysis of recommendation algorithms for e-commerce”. EC, 2000.
  • [8] J. Schafer, J. Konstan, J. Riedi. “Recommender systems in e-commerce”. EC, 1999.
  • [9] J. Zheng, X. Wu, J. Niu, A. Bolivar. “Substitutes or complements: another step forward in recommendations”. EC, 2009.
  • [10] M. Granovetter. “Economic Action and Social Structure: The Problem of Embeddedness”. Amer. J. of Sociology, 1985.
  • [11] S. Hill, F. Provost, C. Volinsky. “Network-based marketing: Identifying likely adopters via consumer networks”. Statistical Science, 21(2), 256–276, 2006.
  • [12] J. Leskovec, L. Adamic, B. Huberman. “The dynamics of viral marketing”. ACM TWEB, 1(1), 5, 2007.
  • [13] R. Bhatt, V. Chaoji, R. Parekh. “Predicting product adoption in large-scale social networks”. CIKM, 2010.
  • [14] D. Liben-Nowell, J. Kleinberg. “The link-prediction problem for social networks”. CIKM, 2003.
  • [15] J. Leskovec, L. Backstrom, R. Kumar, A. Tomkins. “Microscopic evolution of social networks”. KDD, 2008.
  • [16] J. Leskovec, D. Huttenlocher, J. Kleinberg. “Predicting positive and negative links in online social networks”. WWW, 2010.
  • [17] D. Romero, J. Kleinberg. “The directed closure process in information networks with an analysis of link formation on twitter”. ICWSM, 2010.
  • [18] A. Rapoport. “Spread of information through a population with socio-structural bias: I. Assumption of transitivity”. Bulletin of Mathematical Biology, 15(4), 523–533, 1953.
  • [19] M. Granovetter. “The strength of weak ties”. American Journal of Sociology, 78(6), 1360–1380, 1973.
  • [20] P. Resnick, R. Zeckhauser. “Trust among strangers in Internet transactions: Empirical analysis of eBay’s reputation system”. Adv. in Appl. Microecon.: A Research Ann., 2002.
  • [21] P. Resnick, R. Zeckhauser, J. Swanson, K. Lockwood. “The value of reputation on eBay: A controlled experiment”. Experimental Economics, 9(2), 79–101, 2006.
  • [22] D. Houser, J. Wooders. “Reputation in auctions: Theory, and evidence from eBay”. J. of Econ. & Man. Strat., 2006.
  • [23] D. Lucking-Reiley, D. Bryan, N. Prasad, and D. Reeves. “Pennies from ebay: the determinants of price in online auctions”. The J. of Industrial Economics, 2007.
  • [24] S. Al-Oufi, H. Kim, A. El Saddik, “A Group Trust Metric For Identifying People of Trust in Online Social Networks”, Expert Systems with Applications, 39(18), 13173–13181, 2012.
  • [25] K. Zolfaghar, A. Aghaie, “Evolution of Trust Networks in Social Web Applications Using Supervised Learning”, Procedia Computer Science, 3, 833–839, 2011.
  • [26] J. Golbeck, J. Hendler, “Inferring Trust Relationships in Web-based Social Networks”, ACM Trans. Internet Technol., 6(4), 497–529, 2006.
APA ÜNEL G (2017). Information Passing in Healthcare Social Networks. , 99 - 104.
Chicago ÜNEL Gülay Information Passing in Healthcare Social Networks. (2017): 99 - 104.
MLA ÜNEL Gülay Information Passing in Healthcare Social Networks. , 2017, ss.99 - 104.
AMA ÜNEL G Information Passing in Healthcare Social Networks. . 2017; 99 - 104.
Vancouver ÜNEL G Information Passing in Healthcare Social Networks. . 2017; 99 - 104.
IEEE ÜNEL G "Information Passing in Healthcare Social Networks." , ss.99 - 104, 2017.
ISNAD ÜNEL, Gülay. "Information Passing in Healthcare Social Networks". (2017), 99-104.
APA ÜNEL G (2017). Information Passing in Healthcare Social Networks. Bilişim Teknolojileri Dergisi, 10(1), 99 - 104.
Chicago ÜNEL Gülay Information Passing in Healthcare Social Networks. Bilişim Teknolojileri Dergisi 10, no.1 (2017): 99 - 104.
MLA ÜNEL Gülay Information Passing in Healthcare Social Networks. Bilişim Teknolojileri Dergisi, vol.10, no.1, 2017, ss.99 - 104.
AMA ÜNEL G Information Passing in Healthcare Social Networks. Bilişim Teknolojileri Dergisi. 2017; 10(1): 99 - 104.
Vancouver ÜNEL G Information Passing in Healthcare Social Networks. Bilişim Teknolojileri Dergisi. 2017; 10(1): 99 - 104.
IEEE ÜNEL G "Information Passing in Healthcare Social Networks." Bilişim Teknolojileri Dergisi, 10, ss.99 - 104, 2017.
ISNAD ÜNEL, Gülay. "Information Passing in Healthcare Social Networks". Bilişim Teknolojileri Dergisi 10/1 (2017), 99-104.