69 Indana Zulfa, 2015
SISTEM PEMANTAU INFLUENZA LIKE ILLNESS D AN VISUALISASINYA MEMANFAATKAN TWITTER Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
DAFTAR PUSTAKA
APJII (2012). “Profil Pengguna Internet Indonesia 2012”. Asosiasi Penyelenggara Jasa Internet Indonesia.
Aramaki, E., Maskawa, S. dan Morita, M. (2011). “Twitter Catches The Flu : Detecting Influenza Epidemics using Twitter”. Proceedings of the 2011
Conference Association for Computational Linguistics. 1568-1576.
Archekar H, dkk. (2011). “Twitter Improves Seasonal Influenza Prediction”.
IEEE Infocom, 2011 workshop on on Cyber-Physical Networking Systems
(CPNS).
Baoli, L., Shiwen, Y. dan Qin, L. (2003). “An Improved k-Nearest Neighbor Algorithm for Text Categorization”. Proceedings of the 20th International Conference on Computer Processing of Oriental Languages, China.
Cedraschi, C., dkk. (2013). “Representations of Influenza and Influenza-like Illness in the Community – a Qualitative Study”. Bio Medical Central Family Practice.
Chawla, N.V., Bowyer, K.W., dkk. (2002). “SMOTE : Synthetic Minority Over -Sampling Technique”. Journal of Artificial Intelligence Research.
Chawla, N.V. (2005). Data Mining for Imbalanced Datasets : An Overview. Data Mining and Knowledge Discovery Handbook.
Culotta, Aron. (2010). “Towards Detecting Influenza Epidemics by Analyzing Twitter Messages”. 1st Workshop on Social Media Analytics.
70
Indana Zulfa, 2015
SISTEM PEMANTAU INFLUENZA LIKE ILLNESS D AN VISUALISASINYA MEMANFAATKAN TWITTER Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
Doan, Son dan Collier, Nigel. (2012). “Enhancing Twitter Data Analysis with Simple Semantic Filtering : Example in Tracking Influenza-Like Illness”. IEEE Second Conference on Healthcare Informatics, Imaging and Systems
Biology.
Feldman, R. dan Sanger J. Text Mining Handbook: Advanced Approaches in
Analyzing Unstructured Data. Cambridge: Cambridge University.
Few, Stephen. (2010). “Information Visualization, Design and the Arts Collision or Collaboration?”. Perceptual Edge (Januari, 2010).
Han, J. dan Kamber, M. (2006). Data Mining Concepts and Technique Second Edition. Australia: Elsevier.
Horn, C. (2010). Analysis and Classification of Twitter Messages. Master Tesis pada Graz University of Technology. Austria: Know Center Technische Universitat Graz.
Kartasasmita, B.C., dkk. (2003). HTA Indonesia Imunisasi Influenza untuk anak
dan Dewasa. [Online]. Tersedia:
http://buk.depkes.go.id/index.php?option=com_docman&task=doc_downl oad&gid=258&Itemid=58 [14 September 2013]
Khamar, K. (2013). “Short Text Classification Using kNN Based on Distance Function”. International Journal of Advanced Research in Computer and
Communication Engineering. 28, (4), 1916-1919.
Kosma, L. (2008). k Nearest Neighbors Algorithm (kNN). [Online]. Tersedia: http://www.lkozma.net/knn2.pdf [4 Januari 2014]
Kusriastuti, R. (2012). Enhanced Influenza Surveillance for H5N1 & Seasonal
Influenza in East Jakarta District, Indonesia. [Online]. Tersedia:
71
Indana Zulfa, 2015
SISTEM PEMANTAU INFLUENZA LIKE ILLNESS D AN VISUALISASINYA MEMANFAATKAN TWITTER Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
Krein, P. (2012). Clinical Diagnosis of Influenza-Like Illness: the Flu and
Beyond. [Online]. Tersedia:
http://www.mlo- online.com/articles/201211/clinical-diagnosis-of-influenza-like-illness-the-flu-and-beyond.php [29 Januari 2014]
Lampos, V., Bie T.D. dan Cristianini, N. (2010). “Flu Detector - Tracking Epidemics on Twitter”. European Conference, ECML PKDD. 599-602.
McBride, J. R. (2002). Introduction to System Analysis, Rapid Application Development. Prentice-Hall, Inc.
Roscoe, J.T. (1975). Fundamental Research Statistics for the Behavioral Sciences 2nd Edition. New York : Holt Rinehart & Winston.
Sampurno, O.D., dkk. (2011). Influenza Division International Activities.
[Online]. Tersedia:
http://www.cdc.gov/flu/international/program/index.htm [10 Juni 2013]
Schrek, O. (2012). Iterative vs Incremental. [Online]. Tersedia: http://www.slideshare.net/OliverSchreck/iterative-vs-incrementalss [22 Februari 2015]
Sebastiani, F. (2002). “Machine Learning in Automated Text Categorization”.
ACM Journal.
Sommerville, I. (2011). Software Engineering 9th Edition. Pearson.
Statista. (2015). Number of Twitter users in Asia Pacific from 2012 to 2018, by
country (in millions). [Online]. Tersedia:
http://www.statista.com/statistics/303861/twitter-users-asia-pacific-country/ [21 Februari 2015]
72
Indana Zulfa, 2015
SISTEM PEMANTAU INFLUENZA LIKE ILLNESS D AN VISUALISASINYA MEMANFAATKAN TWITTER Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu
Ware, Colin. (2004). Information Visualization: Perception for Design, 2nd Edition. Australia: Elsevier.
WHO Global Influenza Programme Surveillance and Epidemiology team. (2012).
WHO Interim Global Epidemiological Surveillance Standards for
Influenza. USA: WHO.
Wibisono, Y. (2011). Sistem Analisis Opini Microblogging Berbahasa Indonesia. Jurnal FPMIPA UPI.
Witten, I. H. (2004). Text Mining. [Online]. Tersedia: http://www.cs.waikato.ac.nz/~ihw/papers/04-IHW-Textmining.pdf [3 Maret 2014]
Yong, Z., Youwen, L., dkk. (2009). “An Improved NN Text Classification Algorithm Based on Clustering”. Journal of Computers. 4, (3).
