Social media and big data

The Human Element of Big Data: Issues, Analytics, and Performance

Volumn , Issue , 2016, Pages 179-193

  Millham, Richard ^a   Thakur, Surendra ^a  

^a DURBAN UNIVERSITY OF TECHNOLOGY   (South Africa)

Author keywords

[No Author keywords available]

Indexed keywords

DATA HANDLING; INFORMATION ANALYSIS; SOCIAL NETWORKING (ONLINE);

CASE-STUDIES; CAUSE-EFFECT; DATABASE ARCHITECTURE; SOCIAL MEDIA;

BIG DATA;

EID: 85052956986     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1201/9781315368061     Document Type: Chapter

References (60)

1. Agrawal, D., Das, S., and El Abbadi, A. (2010). Big data and cloud computing: New wine or just new bottles? Proceedings of the VLDB Endowment, 3(1-2), 1647-1648.
2. Ahn, J., Oh, S., and Kim, H. (2013, July). Korean pop takes off! Social media strategy of Korean entertainment industry. In 2013 10th International Conference on Service Systems and Service Management (ICSSSM) (pp. 774-777). IEEE.
3. Baloyi, B. and Issacs, G. (2015). South Africa's "fees must fall" protests are about more than tuition costs. CNN. Accessed November 10, 2015. http://edition.cnn.com/2015/10/27/africa / fees-must-fall-student-protest-south-africa-explainer /.
4. Batool, R., Khattak, A. S., Maqbool, J., and Lee, S. (2013). Precise tweet classification and sentiment analysis. In 2013 IEEE/ACIS 12th International Conference on Computer and Information Science (ICIS) (pp. 461-466).
5. Bertino, E. (1991). Integration of heterogeneous data repositories by using object-oriented views. In Proceedings First International Workshop on Interoperability in Multidatabase Systems (pp. 22-29). IEEE.
6. Billings, K. (2012). Oracle takes you through the four phases of achieving Big Data insight. Intel IT Center.
7. Bleiholder, J. and Naumann, F. (2006). Conflict handling strategies in an integrated information system. Humboldt-Universität zu Berlin, Institut für Informatik.
8. Boufares, F. and Salem, A. B. (2012). Heterogeneous data-integration and data quality: Overview of conflicts. In 2012 6th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT) (pp. 867-874). IEEE.
9. Buono, P., Aris, A., Plaisant, C., Khella, A., and Shneiderman, B. (2005). Interactive pattern search in time series. Electronic Imaging 2005. International Society for Optics and Photonics.
10. Burtica, R., Mocanu, E. M., Andreica, M. I., and Tapus, N. (2012). Practical application and evaluation of no-SQL databases in cloud computing. In 2012 IEEE International Systems Conference (SysCon) (pp. 1-6). IEEE.
11. Cartegena, J. (2015). I am Puerto Rican and Black Lives Matter. Huff Post Latino Voices. Accessed November 10, 2015. http://www.huffingtonpost.com/juan-cartagena/i-am-puerto-rican-and -black-lives-matter_b_8493646.html.
12. Chen, L. 2015. The world's largest companies 2015. Forbes. Accessed December 16, 2016. http:// www.forbes.com/sites/liyanchen/2015/05/06/the-worlds-largest-companies/.
13. Chunylall, R. (2015). #FeesMustFall: A movement of shares, likes, tweets and posts. Thought Leader. Accessed November 10, 2015. http://thoughtleader.co.za/rasvanthchunylall/2015/10/29 / feesmustfall-a-movemen t-of-shares-likes-tweets-and-posts /.
14. Composite Software. (2013). Data abstraction best practices. Accessed December 22, 2015. http:// purl.manticoretechnology.com/ImgHost/582/12917/2013/resources/datasheets/Composite _Data_Abstraction_Best_Practices_2013.pdf.
15. Corera, G. (2015). Will Big Data lead to Big Brother? BBC. November 10, 2015. http://www.bbc.com /news/magazine-34810066.
16. Delort, P. (2012). Big Data in biosciences. Big Data Conference, Paris. http://www.bigdataparis .com/documents/Pierre-Delort-INSERM.pdf#page=5.
17. Diebold, F. X. (2003, January). "Big Data" dynamic factor models for macroeconomic measurement and forecasting. In Advances in Economics and Econometrics: Theory and Applications, Eighth World Congress of the Econometric Society, edited by M. Dewatripont, L. P. Hansen, and S. Turnovsky, pp. 115-122.
18. Duong, T. H., Jo, G., Jung, J. J., and Nguyen, N. T. (2009). Complexity analysis of ontology integration methodologies: A comparative study. Journal of Universal Computer Science, 15(4), 877-897.
19. Ellison, N. (2007). Social network sites: Definition, history, and scholarship. Journal of ComputerMediated Communication, 13(1), 210-230.
20. Findlay, K. (2015, October 30). The birth of a movement: #FeesMustFall on Twitter. Daily Maverick. Accessed November 10, 2015. http://www.dailymaverick.co.za/article/2015-10-30-the-birth -of-a-movement-feesmustfall-on-twitter/#.VkLwcqPovIU.
21. Fuchs, C. (2006). The self-organization of cyberprotest. In The Internet Society II: Advances in Education, Commerce and Governance, edited by K. Morgan, C. Brebbia, A. Carlos and J. Michael Spector, pp. 275-295. Southampton, Boston: WIT Press.
22. Geng, Y. and Kong, X. (2008). The key technologies of heterogeneous data integration system based on ontology. Second International Symposium on Intelligent Information Technology Application. IEEE.
23. Gopalan, R. S. (2012). Big Data integration. Accessed August 14, 2013. http://bigdataintegration .blogspot.com/.
24. Guttentag, D. (2013). Airbnb: Disruptive innovation and the rise of an informal tourism accommodation sector. Current Issues in Tourism, forthcoming.
25. Hussain, A. and Vatrapu, R. (2014). Social data analytics tool: Design, development, and demonstrative case studies. IEEE 18th International Enterprise Distributed Object Computing Conference Workshops and Demonstrations (EDOCW). IEEE.
26. Idugboe, D. (2015). Why you shouldn't abandon email marketing for social media. SMedia. Accessed December 16, 2015. http://www.smedio.com/why-social-media-is-yet-to-destroy -email-marketing/.
27. John, N. A. (2013). The social logics of sharing. The Communication Review, 16(3), 113-131.
28. Joseph, S. (2012). Social media, political change, and human rights. Boston College International and Comparative Law Review, 35, 145-188.
29. Kim, J. S., Yang, M. H., Hwang, Y. J., Jeon, S. H., Kim, K. Y., Jung, I. S., Choi, C. H., Cho, W. S., and Na, J. H. (2012). Customer preference analysis based on SNS data. Second International Conference on Cloud and Green Computing (CGC). IEEE.
30. Lieberman, M. (2014). Visualizing Big Data: Social network analysis. Digital Research Conference.
31. Mangold, W. G. and Faulds, D. J. (2009). Social media: The new hybrid element of the promotion mix. Business Horizons, 52(4), 357-365.
32. McMillan, R. (2014). Airbnb is quietly building the smartest travel agent of all time. Wired. Accessed November 10, 2015. http://www.wired.com/2014/07/airbnb_recommendations/.
33. Millham, R. (2016). Theme evolution and structure in Twitter: A case study of South Africa student protests of 2015. IEEE International Conference on Big Data Analytics, Hangzhou, China.
34. Nemschoff, M. (2013). Big Data: 5 major advantages of Hadoop. ITProPortal.com.
35. Neumayer, C. and Raffl, C. (2008, October). Facebook for global protest: The potential and limits of social software for grassroots activism. Prato CIRN 2008 Community Informatics Conference: ICTs for Social Inclusion: What Is the Reality
36. Newman, R. (2015). At Airbnb, data science belongs everywhere: Insights from five years of hypergrowth. Airbnb. Accessed November 10, 2015. http://nerds.airbnb.com/scaling-data-science/.
37. Peary, B. D., Shaw, R., and Takeuchi, Y. (2012). Utilization of social media in the east Japan earthquake and tsunami and its effectiveness. Journal of Natural Disaster Science, 34(1), 3-18.
38. Peng, Y., Kou, G., Shi, Y., and Chen, Z. (2008). A descriptive framework for the field of data mining and knowledge discovery. International Journal of Information Technology and Decision Making, 7(4), 639-682.
39. Peters, L. (2012, April 7, 12:11 pm). Twitter post. https://twitter.com/onebadvillynn/status /188705676149792769.
40. Reddy, M., Prasad, B. E., Reddy, P. G., and Gupta, A. (1994). A methodology for integration of heterogeneous databases. IEEE Transactions on Knowledge and Data Engineering, 6(6), 920-933.
41. Reynaud, C., Sirot, J. P., and Vodislav, D. (2001). Semantic integration of XML heterogeneous data sources. In International Symposium on Database Engineering and Applications (pp. 199-208). IEEE.
42. Rheingold, H. (2002). Smart Mobs: The Next Social Revolution. Cambridge, MA: Perseus Books Group.
43. Ronson, J. (2015a, February 12). How one stupid tweet blew up Justine Sacco's life. New York Times Magazine. Accessed December 22, 2015. http://www.nytimes.com/2015/02/15/magazine / how-one-stupid-tweet-ruined-justine-saccos-life.html?_r=0.
44. Ronson, J. (2015b, December 20). How the online hate mob set its sights on me. The Guardian. http:// www.theguardian.com / media / 2015/dec/20/social-media-twitter-online-shame?CMP =share_btn_tw.
45. Salter, J. (2012, September 7). Airbnb: The story behind the $1.3bn room-letting website. The Telegraph. Accessed November 10, 2015. http://www.telegraph.co.uk/technology/news/9525267 /Airbnb-The-story-behind-the-1.3bn-room-letting-website.html.
46. Sandoval-Almazan, R. and Gil-Garcia, J. R. (2013, January). Cyberactivism through social media: Twitter, YouTube, and the Mexican political movement. I'm Number 132. In 46th Hawaii International Conference on System Sciences (HICSS) (pp. 1704-1713). IEEE.
47. Seligman, L. J., Rosenthal, A., Lehner, P. E., and Smith, A. (2002). Data integration: Where does the time go? IEEE Data Engineering Bulletin, 25(3), 3-10.
48. Shirky, C. (2011). The political power of social media. Foreign Affairs, 90(1), 28-41.
49. Smith, D. (2012). Twitter helps save South African carjacking victim. The Guardian. Accessed December 22, 2015. http://www.theguardian.com/world/2012/apr/11/twitter-south-african-carjacking -victim.
50. Strømmen-Bakhtiar, A. (2012, June). An essay on the emerging political economy and the future of the social media. In 6th IEEE International Conference on Digital Ecosystems Technologies (DEST) (pp. 1-8). IEEE.
51. Swoyer, S. (2013). Big Data and Hadoop: The end of ETL? In Big Data Integration.
52. Syoncloud. (2013). Overview of Big Data and NoSQL Technologies as of January 2013. Accessed December 22, 2015. http://www.syoncloud.com/big_data_technology_overview.
53. Tufekci, Z. (2014). Big questions for social media big data: Representativeness, validity and other methodological pitfalls. In Proceedings of the 8th International Conference on Weblogs and Social Media, ICWSM 2014 (pp. 505-514). AAAI Press. arXiv preprint arXiv:1403.7400.
54. Tussyadiah, I. and Zach, F. (2012, June 5). Hotels vs. peer-to-peer accommodation rentals: Text analytics of consumer reviews in Portland, Oregon. Tourism Travel and Research Association: Advancing Tourism Research Globally. Paper 2. http://scholarworks.umass.edu/ttra/ttra2015 /Academic_Papers_Oral/2.
55. Villanyi, B. and Martinek, P. (2012, November). Towards a novel approach of structural schema matching. In IEEE 13th International Symposium on Computational Intelligence and Informatics (CINTI) (pp. 103-107).
56. Warin, T. and Sanger, W. (2014). Structuring Big Data: How financial models may help. Journal of Computer Science and Technology, 2(1), 1.
57. Waterflow, L. (2015, February 16). "I lost my job, my reputation and I'm not able to date anymore." Daily Mail. Accessed December 22, 2015. http://www.dailymail.co.uk/femail/article-2955322 /Justine-Sacco-reveals-destroyed-life-racist-tweet-trip-Africa.html.
58. Westerman, D., Spence, P. R., and Van Der Heide, B. (2012). A social network as information: The effect of system generated reports of connectedness on credibility on Twitter. Computers in Human Behavior, 28(1), 199-206.
59. Yin, H., Cui, B., Hua, L., Huang, Y., and Yao, J. (2013). A unified model for stable and temporal topic detection from social media data. In IEEE 29th International Conference on Data Engineering (ICDE) (pp. 661-672).
60. Zhu, Y., Kiros, R., Zemel, R., Salakhutdinov, R., Urtasun, R., Torralba, A., and Fidler, S. (2015). Aligning books and movies: Towards story-like visual explanations by watching movies and reading books. In Proceedings of the IEEE International Conference on Computer Vision (pp. 19-27).