Impact analysis of facebook in family bonding

Abstract Nowadays, Facebook is a very popular social communication media. People utilize Facebook to express their thoughts, ideas, poems, and sorrows on Facebook. In the age of information superhighway, majority of the teenagers are not sharing their difficulties, problems, inconsistency, inability and failure with their parents in Bangladesh. However, they share with their friends on Facebook. Subsequently, their friends are making comments, providing shelters and affections to them. Due to lack of education and experiences on technology, guardians in Bangladesh are not aware about the communications and addictions on social Medias. Therefore, there are generating gaps between the guardians and their children. In this paper, a survey-based and Apriori algorithm analyzes the behaviors of teenagers’ by collecting information from their Facebook pages. Parents and teachers opinions are also considered about the activities of students on home and institutes. Here, age limits of targeted teen agers are between 16 and 18. From this analysis, vulnerable relationship between parents and their teenage children have been noticed. The pivotal problem was that teens are spending more time on Facebook and parents want them to the table during study time and school time.

[1]  Cameron Marlow,et al.  A 61-million-person experiment in social influence and political mobilization , 2012, Nature.

[2]  W. Bennett,et al.  THE LOGIC OF CONNECTIVE ACTION , 2012 .

[3]  Pekka Räsänen,et al.  LINKED OR DIVIDED BY THE WEB?: Internet use and sociability in four European countries , 2007 .

[4]  Shelley Boulianne.  Social media use and participation: a meta-analysis of current research , 2015 .

[5]  Das Amrita,et al.  Mining Association Rules between Sets of Items in Large Databases , 2013 .

[6]  N. Christakis,et al.  Social Networks and Cooperation in Hunter-Gatherers , 2011, Nature.

[7]  Li Wei,et al.  The hot research topics and the research fronts in the field of web data mining(WDM) based on Web of Science , 2010, 2010 5th International Conference on Computer Science & Education.

[8]  Carlos Alberto Ochoa Ortíz Zezzatti,et al.  Never forget, whom was my ancestors: A cross-cultural analysis from Yonsei (fourth-generation Nikkei) in four societies using Data Mining , 2014, ArXiv.

[9]  Matthew E. Brashears,et al.  Error correction mechanisms in social networks can reduce accuracy and encourage innovation , 2014, Soc. Networks.

[10]  N. Nie.  Sociability, Interpersonal Relations, and the Internet , 2001 .

[11]  Judith Donath,et al.  Public Displays of Connection , 2004 .

[12]  Paul R. Brewer,et al.  Interactivity between Candidates and Citizens on a Social Networking Site: Effects on Perceptions and Vote Intentions , 2016 .

[13]  Stephen Isaac,et al.  Handbook in research and evaluation : a collection of principles, methods, and strategies useful in the planning, design, and evaluation of studies in education and the behavioral sciences , 1971 .

[14]  Sanjeev Rao,et al.  Implementing Improved Algorithm Over APRIORI Data Mining Association Rule Algorithm , 2012 .

[15]  Stéphane Faulkner,et al.  An empirical study of notifications’ importance for online social network users , 2015, Social Network Analysis and Mining.

[16]  Maria Halkidi.  Quality Assessment and Uncertainty Handling in Data Mining Process , 2000, EDBT PhD Workshop.

[17]  Danah Boyd,et al.  Social network sites: definition, history, and scholarship , 2007, IEEE Engineering Management Review.

[18]  Naveen Aggarwal,et al.  Association Rule Mining in XML databases : Performance Evaluation and Analysis , .

[19]  Reynol Junco,et al.  Student class standing, Facebook use, and academic performance , 2015 .

[20]  J. Knote.  Bowling alone: The collapse and revival of American community , 2004 .

[21]  Jonathon N. Cummings,et al.  Internet Paradox Revisited , 2002 .

[22]  D. Dillman,et al.  How to conduct your own survey , 1994 .

[23]  Hadi Otrok,et al.  Analysis of collaborative learning in social network sites used in education , 2015, Social Network Analysis and Mining.

[24]  Sinan Aral,et al.  Identifying Influential and Susceptible Members of Social Networks , 2012, Science.

[25]  Alessandro Acquisti,et al.  Imagined Communities: Awareness, Information Sharing, and Privacy on the Facebook , 2006, Privacy Enhancing Technologies.

[26]  J. Birks.  Networks of Outrage and Hope: Social Movements in the Internet Age , 2014 .

[27]  Alexis R. Lauricella,et al.  Young children's screen time: The complex role of parent and child factors , 2015 .

[28]  Robert E. Kraut,et al.  Internet paradox. A social technology that reduces social involvement and psychological well-being? , 1998, The American psychologist.

[29]  Cliff Lampe,et al.  The Benefits of Facebook "Friends: " Social Capital and College Students' Use of Online Social Network Sites , 2007, J. Comput. Mediat. Commun..

[30]  D. Dillman,et al.  Community Participation, Social Ties, and Use of the Internet , 2006 .

[31]  K. L. Kraemer,et al.  The information systems research challenge (vol. III): survey research methods , 1991 .

[32]  Fowler,et al.  Survey research methods, 2nd ed. , 2009 .

[33]  Rob Nyland,et al.  MySpace: Social Networking or Social Isolation? , 2007 .

[34]  Scott A. Golder,et al.  Digital Footprints: Opportunities and Challenges for Online Social Research , 2014 .

[35]  David M. Faris.  Dissent and Revolution in a Digital Age: Social Media, Blogging and Activism in Egypt , 2013 .

[36]  Jukka-Pekka Onnela,et al.  Spontaneous emergence of social influence in online systems , 2009, Proceedings of the National Academy of Sciences.

[37]  Jun Liu,et al.  Performance Analysis of MapReduce Program in Heterogeneous Cloud Computing , 2013, J. Networks.

[38]  Ken'ichi Ikeda,et al.  Social capital online: Collective use of the Internet and reciprocity as lubricants of democracy , 2006 .

[39]  Shelley Boulianne,et al.  Attachment to community and civic and political engagement: a case study of students. , 2014, Canadian review of sociology = Revue canadienne de sociologie.

[40]  Oscar Castillo,et al.  Shipwrecked on Fear: Selection of Electives in School Minorities in a University Using Cuckoo Search Algorithm , 2014, Recent Advances on Hybrid Approaches for Designing Intelligent Systems.

[41]  Lina Yao,et al.  A simulation method for social networks , 2015, Social Network Analysis and Mining.

[42]  M. Castells.  ”Networks of Outrage and Hope. Social Movements in the Internet Age”. , 2019 .

[43]  Stanley Lemeshow,et al.  Sampling of Populations: Methods and Applications , 1991 .

[44]  Yosef Hasan Jbara,et al.  An Improved Algorithm for Mining Association Rules in Large Databases , 2011 .

[45]  Ji-Young Kim,et al.  The impact of Internet use patterns on political engagement: A focus on online deliberation and virtual social capital , 2006, Inf. Polity.

[46]  Mary Beth Rosson,et al.  Weak Ties in Networked Communities , 2005, Inf. Soc..

[47]  Ning Wang,et al.  Networked discontent: The anatomy of protest campaigns in social media , 2016, Soc. Networks.

[48]  Shelley Boulianne.  Stimulating or Reinforcing Political Interest: Using Panel Data to Examine Reciprocal Effects Between News Media and Political Interest , 2011 .