چالش های داده های حجیم اجتماعی و روش های بهبود آن

مراجع و منابع این مقاله:

• A. Alexandrov, R. Bergmann, S. Ewen, J.-C. Freytag, F. Hueske, ...
• BM, "Big Data and Analytics", URL http://www-0 1 _ ibm. ...
• X. Wu, X. Zhu, G.-Q. Wu, W. Ding, "Data mining ...
• A. Cuzzocrea, I.-Y. Song, K.C. Davis, "Analytics OVer large-scale multi ...
• D. Laney, "3D Data Management: Controlling Data Volume, Velocity, and ...
• https ://www. cnet. c om/new s/fac ebook-proce Sse s-more-than-5 _ ...
• A. Katal, M. Wazid and R H. Goudar, "Big data: ...
• Zikopoulos, P. Understanding Big Data: Analytics for Enterprise Class Hadoop ...
• R.L. Grossman, Y. Gu, J. Mambretti, M. Sabala, A. Szalay, ...
• N. Khan, I. Yaqoob, I.A.T. Hashem, Z. Inayat, W.K.M. Ali, ...
• E. Cambria, D. Rajagopal, D. Olsher, D. Das, "Big social ...
• L. Manovich, "Trending: the promises and the challenges of big ...
• S. Kaisler, F. Armour, J.A. Espinosa, W. Money, "Big data: ...
• T. White, Hadoop: The Definitive Guide, O'Reilly Media, 2009. ...
• M. Zaharia, M. Chowdhury, M.J. Franklin, S. Shenker, I. Stoica, ...
• Controlling-D ata-Vo lume-Veloc ity- and-Vari ety.pdf, 2011. than ...
• S. Owen, R. Anil, T. Dunning, E. Friedman, Mahout in ...
• X. Meng, J. Bradley, B. Yavuz, E. Sparks, S. Venkataraman, ...
• J. Dean, S. Ghemawat, "Mapreduce: simplified data processing on large ...
• J. Dean, S. Ghemawat, "Mapreduce: simplified data processing On large ...
• K. Shim, "Mapreduce algorithms for big data analysis", Proc. VLDB ...
• M. Zaharia, A. Konwinski, A.D. Joseph, R. Katz, I. Stoica, ...
• Big Data: Basics, MapReduce, _ http : /dynadmic-lab .com/2 _ ...
• R.S. Xin, J. Rosen, M. Zaharia, M.J. Franklin, S. Shenker, ...
• A. Mostosi, Useful stuffhttp :/blog. andreamo sto si _ name/-b ...
• A. Mostosi, The big-data ecosystem tableURL http:/bigdata. andreamo stosi.name/, 2015. ...
• C. Emerick, B. Carper, C. Grand, Clojure Programming, O'Really, 2011. ...
• M. Burrows, "The chubby lock service for loo sely-coupled distributed ...
• S. Ghemawat, H. Gobioff, S.-T. Leung, "The google file system", ...
• F. Chang, J. Dean, S. Ghemawat, W.C. Hsieh, D.A. Wallach, ...
• G. Malewicz, M.H. Austern, A.J. Bik, J.C. Dehnert, I. Horn, ...
• K. Chodorow, MongoDB: The Definitive Guide, O'Reilly Media, Inc., 2013. ...
• T. Kraska, A. Talwalkar, J.C. Duchi, R. Griffith, M.J. Franklin, ...
• X. Meng, J. Bradley, B. Yavuz, E. Sparks, S. Venkataraman, ...
• M.J. Crawley, The R Book, 1st, Wiley Publishing, 2007. ...
• S. Bennett, Twitter now seeing 400 million twees per day, ...
• L. Ott, M. Longnecker, R.L. Ott, An Introduction o Statistical ...
• B. Elser, A. Montresor, An evaluation study of bigdata frameworks ...
• L.G. Valiant, "A bridging model for parallel computation", Commun. ACM, ...
• S. Seo, E.J. Yoon, J. Kim, S. Jin, J.-S. Kim, ...
• A. Clauset, "Finding local community structure in networks", Phys, 2005. ...
• F. Santo, "Community detection in graphs", Phys. Rep. 486 (3-5) ...
• R. Kannan, S. Vempala, A. Veta, "On clustering' sgood, bad ...
• I.M. Bomze, M. Budinich, P.M. Pardalos, M. Pelillo, "The maximum ...
• M. Girvan, M.E.J. Newman, Community structure in social and biological ...
• M.E.J. Newman, "Fast algorithm for detecting community structure in networks", ...
• A. Clauset, M.E. Newman, C. Moore, "Finding community structure in ...
• M.E. Newman, "Modularity and community structure" in networks, Proc. Natl. ...
• T. Richardson, P.J. Mucha, M.A. Porter, "Spectral tri partitioning of ...
• G. Wang, Y. Shen, M. Ouyang, "A vector partitioning approach ...
• J. Xie, S. Kelley, B.K. Szymanski, "Overlapping community detection" in ...
• O. Zamir, O. Etzioni, "Web document clustering: a feasibility demonstratiot ...
• W.B. Frakes, R.A. Baeza-Yates (Eds.), Information Retrieval: Data Structures & ...
• C.D. Manning, P. Raghavan, H. Schitze, Introduction o Information Retrieval, ...
• X. Hu, H. Liu, "Text analytics in social media", in: ...
• S. Wold, K. Esbensen, P. Geladi, "Principal component analysis", Chemom. ...
• A.K. Jain, M.N. Murty, P.J. Flynn, "Data clustering: a review", ...
• B. Larsen, C. Aone, "Fast and effective text mining using ...
• Y. Zhao, G. Karypis, "Evaluation of hierarchicl clustering algorithms for ...
• Y. Zhao, G. Karypis, "Empirical and theoretical comparisons of selected ...
• F. Sebastiani, "Machine learning in automated text categorization" _ ACM ...
• B. Pang, L. Lee, S. Vaithyanathan, "thumbs up? sentiment classification ...
• C.C. Aggarwal, Data Stream? Models and Algorithms, 31, Springer Science ...
• S. Zhong, "Efficient online spherical k-means clustering", in: Proceedings of ...
• W. Chen, C. Wang, Y. Wang, "Scalable influence maximization for ...
• D.T. Nguyen, J.J. Jung, "Real-time evemt detection on social data ...
• A. Guille, H. Hacid, C. Favre, D.A. Zighed, "Information diffusion ...
• M. Go mez- Rodriguez, J. Leskovec, A. Krause, "Inferring networks ...
• E. Sadikov, M. Medina, J. Leskovec, H. Garcia-Molina, "correcting for ...
• E. Anshelevich, A. Hate, M. Magdon- Ismail, "Seeding influential nodes" ...
• C. Jiang, Y. Chen, K.R. Liu, "Graphical evolutionary game for ...
• C. Jiang, Y. Chen, K.R. Liu, "Evolutionary dynamics of information ...
• T.-c. Fu, " A review on time series datamining, Eng". ...
• J. Lin, E. Keogh, S. Lonardi, B. Chiu, "A symbolic ...
• D.T. Nguyen, J.J. Jung, _ 'Privacy-pre serving discovery of topic-based ...
• J.J. Jung, "Integrating social networks for context fusion in mobile ...
• H.H. Hoang, T.N.-P. Cung, D.K. Truong, D. Hwang, J.J. Jung, ...
• N.H. Long, J.J. Jung, _ 'Privacy-aware framework for matching online ...
• S. Caton, C. Haas, K. Chard, K. Bubendorfer, O.F. Rana, ...
• L. Sweeney, "K-anonymity: a model for protecting privacy", Int. J. ...
• C. Dwork, "Differential privacy: a survey of results", in: M. ...
• A. Fiat, Online Algorithms: The State of the Art, in: ...
• K. Crammer, Y. Singer, _ _ Ultracons ervative online algorithms ...
• H.D. Menendez, D.F. Barrero, D. Camacho, "A multi-objective genetic graphbased ...
• W. Zhao, H. Ma, Q. He, "Parallel k-means clustering based ...
• C. Chu, S.K. Kim, Y.-A. Lin, Y. Yu, G. Bradski, ...
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