Sosyal Ağ Verilerinin Kullanım Alanları Üzerine Kapsamlı Bir İnceleme
Year 2017,
Volume: 5 Issue: 2, 1 - 21, 25.06.2017
Sedef Demirci
Şeref Sağıroğlu
Abstract
Bu makale çalışmasında sosyal ağlarda yapılan çalışmaları daha iyi anlamak ve gelecekte yapılacak olan çalışmalara ışık tutmak amacıyla, sosyal ağ verilerinin kullanım alanları ve amaçları üzerine kapsamlı bir araştırma yapılarak dünya literatüründe ilk kez bu alanlar sınıflandırılmış ve 11 farklı başlık altında toplanmıştır. Yapılan sınıflandırmada akademik
çalışmalar ve hayata geçmiş projeler değerlendirilmiş ve bundan sonra yapılacak çalışmalara ışık tutacak değerlendirmeler yapılmıştır. Yapılan bu çalışmanın gerek endüstri gerekse
üniversitelerin beraber çalışması ve sosyal ortamlardan daha iyi faydalanılmasına katkılar sağlayacağı değerlendirilmektedir.
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- Ma, Z., Sun, A., Cong, G. “On predicting the popularity of newly emerging hashtags in twitter”, Journal of the American Society for Information Science and Technology, Cilt 64, No 7, 1399-1410, 2013.
- Ishikawa, S., Arakawa, Y., Tagashira, S., Fukuda, A. “Hot topic detection in local areas using Twitter and Wikipedia”, ARCS Workshops (ARCS), Munih, 1-5, 2012
- Cataldi, M., Di Caro, L., & Schifanella, C. “Emerging topic detection on twitter based on temporal and social terms evaluation”, Tenth International Workshop on Multimedia Data Mining, Washington DC, 4-13, 2010.
- Li, N., Chen, G. “Sharing location in online social networks”, Journal IEEE Network, Cilt 24, No 5, 20-25, 2010.
- He, W., Liu, X., Ren, M. “Location cheating: a security challenge to location-based social network services”, International Conference on Distributed Computing Systems, Minneapolis, 740-749, 2011.
- Noulas, A., Scellato, S., Mascolo, C., Pontil, M. “An Empirical Study of Geographic User Activity Patterns in Foursquare”, International AAAI Conference on Weblogs and Social Media, Barcelona, 2011.
- Cheng, Z., Caverlee, J., Lee, K., Sui, D. “Exploring Millions of Footprints in Location Sharing Services”, International Conference on Weblogs and Social Media, Barcelona, 2011.
- Fusco, S., Michael, K., Michael, M., Abbas, R. “Exploring the Social Implications of Location Based Social Networking”, International Conference on Mobile Business, Athens, 230-237, 2010.
- Quercia, D., Kosinski, M., Stillwell, D., Crowcroft, J. “ Our twitter profiles, ourselves: predicting personality with twitter”, IEEE International Conference on Privacy, Security, Risk, and Trust, Boston, 80-185, 2011.
- Hamburger, Y. A., Vinitzky, G. “Social network use and personality”, Computers in Human Behavior, Cilt 26, No 6, 1289-1295, 2010.
- Han, E. H. S., Karypis, G. “FeatureBased Recommendation System”, Conference on Information and Knowledge Management, Bremen, 446-452, 2005.
- Feitosa, R. M., Santos, A. L. S.,Labidi, S., Santos, N. “Social Recommendation in Location-Based Social Network using Text Mining”, International Conference on Intelligent Systems, Modelling and Simulation, Bangkok, 67-72, 2013.
- Kwon, H. J., Hong, K. S. “Personalized Real-time Location-tagged Contents Recommender System Based on Mobile Social Networks”, IEEE International Conference on Consumer Electronics, Las Vegas, 558-559, 2012.
- Özcan, A., Öğüdücü,Ş. G. “A Recommendation Framework for Mobile Phones Based on Social Network Data”, International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, Berlin, 139-150, 2010.
- İnternet: İletken "Kurumsal ve Size Özel Çözümler" “, Son Erişim Tarihi: 20.06.2016.
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- Gunduz, S., Yavanoglu, U., Sagiroglu. S. “Predicting next location of Twitter users for surveillance”, International Conference on Machine Learning and Applications, Miami, Florida, 267-273, 2013.
- Seaman, J., Tinti-Kane, H. “Social media for teaching and learning”, Pearson Survey Research Group, 1-32, 2013.
- Koç, M., Karabatak, M. “Sosyal ağların öğrenciler üzerindeki etkisinin veri madenciliği kullanılarak incelenmesi”, International Computer & Instructional Technologies Symposium, Elazığ, 1-6, 2011.
- Gülbahar, Y., Kalelioğlu, F., Madran, R. O. “Sosyal Ağların Eğitim Amaçlı Kullanımı”, Türkiye’de İnternet Konferansı, İstanbul, 2010.
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- İnternet: EBA "Eğitim Bilişim Ağı" http://www.eba.gov.tr, Son Erişim Tarihi: 24.08.2016.
- İnternet: Digital Yerliler "Digital Yerliler" http://digitalyerliler.com, Son Erişim Tarihi: 20.06.2016.
- İnternet: SMILE - "Social Media in Learning and Education" www.eun.org/teaching/smile, Son Erişim Tarihi: 24.08.2016.
- İnternet: Temizel, T. T. “Sentiment Analysis”, Social Media Analytics Ders Notu (https://online.metu.edu.tr/netclassR/lecturenotes/155311/index.html), 2013.
- Ceron, A., Curini, L., Mlacus, S., Porro, G. “Every tweet counts? How sentiment analysis of social media can improve our knowledge of citizens' political preferences with an application to Italy and France”, New Media & Society, Cilt 1, No 1, 1-19, 2013.
- Baracho, R. M. A., Silva, G. C., Ferreira, L. G. F. “Sentiment analysis in social networks: a study on vehicles”, CEUR Workshop Proceedings, 132-143, 2012.
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Year 2017,
Volume: 5 Issue: 2, 1 - 21, 25.06.2017
Sedef Demirci
Şeref Sağıroğlu
References
- Yavanoglu, U., Gunduz, S., Sagiroglu, S. “Sosyal Konum Paylaşımlarından Adli Profil Çıkartılması için Yeni Bir Yaklaşım,” First International Symposium on Digital Forensics and Security, Elazığ, 440–445, 2013.
- İnternet: We are social " We are Social" http://wearesocial.net/, Son Erişim Tarihi: 24.08.2016.
- İnternet: Google Analytics "Google Analytics ile Sosyal Medya Ölçümü" http://www.google.com.tr/intl/tr/analytics/features/social.html, Son Erişim Tarihi: 25.01.2016.
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- İnternet: Dekatlon Buzz "Sosyal Medya İletişim Ajansı” http://www.dekatlonbuzz.com.tr, Son Erişim Tarihi: 24.08.2016.
- İnternet: Brandwatch "Social Media Monitoring Tool” http://www.brandwatch.com, Son Erişim Tarihi: 24.08.2016.
- İnternet: Temizel, T. T. “Electronic Word of mouth communication” Social Media Analytics Ders Notu (https://online.metu.edu.tr/netclassR/lecturenotes/155311/index.html), 2013.
- Brown, J., Broderick, A. J., Lee, N. “Word of mouth communication within online communities: conceptualizing the online social network”, Journal of interactive marketing, Cilt 21, No 3, 2-20, 2007.
- İnternet: Monitera "Monitera” http://www.monitera.com, Son Erişim Tarihi: 24.08.2016.
- İnternet: Sense Monitoring "Sensekit” http://www.sensekit.com, Son Erişim Tarihi: 24.08.2016.
- İnternet: Temizel, T. T. “Social media as business” Social Media Analytics Ders Notu (https://online.metu.edu.tr/netclassR/lecturenotes/155311/index.html), 2013.
- Sterne, J., Social Media Metrics: How to measure and optimize your marketing investment, John Wiley & Sons,Inc, New York, A.B.D., 2010.
- Zappen, J. P., Harison, T. M., Watson, D. “A new paradigm for designing e-government: web 2.0 and experience design”, International conference on Digital Government Research, Montreali, 17- 26, 2008.
- Bhuiyan, M. S. H. “E-Government Applications in Bangladesh -Status and Challenges”, 4th International Conference on Theory and Practice of Electronic Governance, Beijing, China, 255-260, 2010.
- Demirbaş, M. “e-devlet ve sosyal medyanın kullanımı”, Anel ARGE, 1-42 (2013).
- İnternet: Crumbs “Crumbs, Places and Augmented reality in Social Networks” http://crumbs.tid.es, Son Erişim Tarihi: 25.07.2016.
- İnternet: ntvmsnbc "Devlet memurlarına 'Facebook' tavsiyesi" http://www.ntvmsnbc.com/id/25029312i, Son Erişim Tarihi: 20.06.2016.
- İnternet: Radikal "Devlet sosyal medyayı Mavi Oda’dan izleyecek" http://www.radikal.com.tr/turkiye/devlet_sosyal_medyayi_mavi_odadan_izlenecek-1140191, Son Erişim Tarihi: 24.08.2016.
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- Yavanoglu, U., Caglar, B., Milletsever, O., Colak, M., Cakir, S., Sagiroglu, S. “Intelligent Approach for Identifying Political Views over Social Networks”, IEEE International Conference on Machine Learning and Applications, Miami, Florida, 281-287, 2013.
- Hoffman, S., Rackers, M., Beverungen, D., Becker, J. “Old Blunders in New Media? How Local Governments Communicate with Citizens in Online Social Networks”, International Conference on System Sciences, Hawaii, 2023-2032, 2013.
- Yi, M., Oh, S. G., Kim, S. “Comparison of social media use for the U.S. and the Korean governments”, Government Information Quarterly, Cilt 30, No 3, 310-317, 2013.
- Mossberger, K., Wu, Y., Crawford, J. “Connecting citizens and local governments? Social media and interactivity in major U.S. cities”, Government Information Quarterly, Cilt 30, No 4, 351-358, 2013.
- Abdelsalam, H. M., Reddick, C. G., Gamal, S., Alshaar, A. “Social media in Egyptian government websites: Presence, usage, and effectiveness”, Government Information Quarterly, Cilt 30, No 4, 406-416, 2013.
- İnternet: Twitter "Twitter" https://twitter.com, Son Erişim Tarihi: 24.08.2016.
- Lee, K., Palsetia, D., Narayanan, R., Patwary, M. A., Agrawal, A., Choudhary, A. “Twitter Trending Topic Classification”, IEEE International Conference on Data Mining Workshops, Vancouver, 251- 258, 2011.
- Nikolov, S., Shah, D. “A Nonparametric Method for Early Detection of Trending Topics”, Department of EECS, Massachusetts Institute of Technology, 2012.
- İnternet: MIT "Predicting what topics will trend on Twitter" http://web.mit.edu/press/2012/predicting-twitter-trending-topics.html, Son Erişim Tarihi: 24.08.2016.
- Ma, Z., Sun, A., Cong, G. “On predicting the popularity of newly emerging hashtags in twitter”, Journal of the American Society for Information Science and Technology, Cilt 64, No 7, 1399-1410, 2013.
- Ishikawa, S., Arakawa, Y., Tagashira, S., Fukuda, A. “Hot topic detection in local areas using Twitter and Wikipedia”, ARCS Workshops (ARCS), Munih, 1-5, 2012
- Cataldi, M., Di Caro, L., & Schifanella, C. “Emerging topic detection on twitter based on temporal and social terms evaluation”, Tenth International Workshop on Multimedia Data Mining, Washington DC, 4-13, 2010.
- Li, N., Chen, G. “Sharing location in online social networks”, Journal IEEE Network, Cilt 24, No 5, 20-25, 2010.
- He, W., Liu, X., Ren, M. “Location cheating: a security challenge to location-based social network services”, International Conference on Distributed Computing Systems, Minneapolis, 740-749, 2011.
- Noulas, A., Scellato, S., Mascolo, C., Pontil, M. “An Empirical Study of Geographic User Activity Patterns in Foursquare”, International AAAI Conference on Weblogs and Social Media, Barcelona, 2011.
- Cheng, Z., Caverlee, J., Lee, K., Sui, D. “Exploring Millions of Footprints in Location Sharing Services”, International Conference on Weblogs and Social Media, Barcelona, 2011.
- Fusco, S., Michael, K., Michael, M., Abbas, R. “Exploring the Social Implications of Location Based Social Networking”, International Conference on Mobile Business, Athens, 230-237, 2010.
- Quercia, D., Kosinski, M., Stillwell, D., Crowcroft, J. “ Our twitter profiles, ourselves: predicting personality with twitter”, IEEE International Conference on Privacy, Security, Risk, and Trust, Boston, 80-185, 2011.
- Hamburger, Y. A., Vinitzky, G. “Social network use and personality”, Computers in Human Behavior, Cilt 26, No 6, 1289-1295, 2010.
- Han, E. H. S., Karypis, G. “FeatureBased Recommendation System”, Conference on Information and Knowledge Management, Bremen, 446-452, 2005.
- Feitosa, R. M., Santos, A. L. S.,Labidi, S., Santos, N. “Social Recommendation in Location-Based Social Network using Text Mining”, International Conference on Intelligent Systems, Modelling and Simulation, Bangkok, 67-72, 2013.
- Kwon, H. J., Hong, K. S. “Personalized Real-time Location-tagged Contents Recommender System Based on Mobile Social Networks”, IEEE International Conference on Consumer Electronics, Las Vegas, 558-559, 2012.
- Özcan, A., Öğüdücü,Ş. G. “A Recommendation Framework for Mobile Phones Based on Social Network Data”, International Conference on Software Engineering, Artificial Intelligence, Networking, and Parallel/Distributed Computing, Berlin, 139-150, 2010.
- İnternet: İletken "Kurumsal ve Size Özel Çözümler" “, Son Erişim Tarihi: 20.06.2016.
- İnternet: Cisco "Social Media: The New Crime Fighting Tool" http://newsroom.cisco.com/featurecontent?type=webcontent&articleId=1289540, Son Erişim Tarihi: 20.06.2016.
- İnternet: WikiCrime "Mapping crimes collaboratively" http://www.wikicrimes.org/main.html;jsessionid=645AD909E3150C69919C03265695F552, Son Erişim Tarihi: 24.08.2016.
- İnternet: LexisNexis "Role of Social Media in Law Enforcement Significant and Growing" http://www.lexisnexis.com/en-us/about-us/media/press-release.page?id=1342623085481181, Son Erişim Tarihi: 24.08.2016.
- İnternet: CNN "Police embrace social media as crime-fighting tool" http://www.cnn.com/2012/08/30/tech/social-media/fighting-crime-social-media, Son Erişim Tarihi: 24.08.2016.
- Zainudin, N. M., Merabti, M., Jones, D. L. “Online Social Networks As Supporting Evidence: A Digital Forensic Investigation Model and Its Application Design”, International Conference on Research and Innovation in Information Systems, Kuala Lumpur, 1-6, 2011.
- Gunduz, S., Yavanoglu, U., Sagiroglu. S. “Predicting next location of Twitter users for surveillance”, International Conference on Machine Learning and Applications, Miami, Florida, 267-273, 2013.
- Seaman, J., Tinti-Kane, H. “Social media for teaching and learning”, Pearson Survey Research Group, 1-32, 2013.
- Koç, M., Karabatak, M. “Sosyal ağların öğrenciler üzerindeki etkisinin veri madenciliği kullanılarak incelenmesi”, International Computer & Instructional Technologies Symposium, Elazığ, 1-6, 2011.
- Gülbahar, Y., Kalelioğlu, F., Madran, R. O. “Sosyal Ağların Eğitim Amaçlı Kullanımı”, Türkiye’de İnternet Konferansı, İstanbul, 2010.
- Ajjan, H., Hartshorne, R. “Investigating faculty decisions to adopt Web 2.0 technologies: Theory and empirical tests”, Internet and Higher Education, Cilt 11, No 2, 71-80, 2008.
- İnternet: EBA "Eğitim Bilişim Ağı" http://www.eba.gov.tr, Son Erişim Tarihi: 24.08.2016.
- İnternet: Digital Yerliler "Digital Yerliler" http://digitalyerliler.com, Son Erişim Tarihi: 20.06.2016.
- İnternet: SMILE - "Social Media in Learning and Education" www.eun.org/teaching/smile, Son Erişim Tarihi: 24.08.2016.
- İnternet: Temizel, T. T. “Sentiment Analysis”, Social Media Analytics Ders Notu (https://online.metu.edu.tr/netclassR/lecturenotes/155311/index.html), 2013.
- Ceron, A., Curini, L., Mlacus, S., Porro, G. “Every tweet counts? How sentiment analysis of social media can improve our knowledge of citizens' political preferences with an application to Italy and France”, New Media & Society, Cilt 1, No 1, 1-19, 2013.
- Baracho, R. M. A., Silva, G. C., Ferreira, L. G. F. “Sentiment analysis in social networks: a study on vehicles”, CEUR Workshop Proceedings, 132-143, 2012.
- İnternet: Sentiment140 " Discover the Twitter sentiment for a product or brand" http://www.sentiment140.com, Son Erişim Tarihi: 24.08.2016.
- İnternet: Repustate " Sentiment analysis and social media analytics" https://www.repustate.com/, Son Erişim Tarihi: 24.08.2016.
- İnternet: SentimentAnalizi "Türkçe sentiment analizi - Botego" http://www.sentimentanalizi.com, Son Erişim Tarihi: 24.08.2016.
- Alterovitz, S. S. R., Mendelsohn, G. A. “Relationship goals of middle-aged, young-old, and old-old internet daters: An analysis of online personal ads”, Journal of Aging Studies, Cilt 27, No 2, 159- 165, 2013.
- İnternet: Facebook Power Editor "Facebook Power Editor" https://www.facebook.com/ads/manage/powereditor, Son Erişim Tarihi: 24.08.2016.
- İnternet: Türkiye Gazetesi "Facebook kişiye özel donatılacak" http://www.turkiyegazetesi.com.tr/bilimteknoloji/115251.aspx, Son Erişim Tarihi: 24.08.2016.
- İnternet: AdAge blogs " Let Facebook Test New Ads Before Writing Them off" http://adage.com/article/editorials/facebook-test-ads-writing/149688/, Son Erişim Tarihi: 24.08.2016.
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