Selected Publications

81. [J]. Ashutosh Dhar Dwivedi; Rajani Singh; Raghava Rao Mukkamala; Waleed S Alnumay / Privacy-Preserving Ledger for Blockchain and IoT enabled Cyber-Physical Systems. In: Computers and Electrical Engineering, Elsevier, 2022. (accepted). (Impact factor = 4.15)

80. [C]. Tim Schurig; Sine Zambach; Raghava Rao Mukkamala; Malte Petry / Aspect-based Sentiment Analysis for University Teaching Analytics. In: Proceedings of the 30th European Conference on Information Systems (ECIS), Timișoara, Romania. 2022.

79. [C]. Günter Prockl; Dominik Roeck; Thomas Jensen; Somnath Mazumdar; Raghava Rao Mukkamala / Beyond Task-technology Fit : Exploring Network Value of Blockchain Technology Based on Two Supply Chain Cases. In: Proceedings of the 55th Hawaii International Conference on System Sciences (HICSS) 2022, p. 5040-5049.

78. [J]. Malte Bieler; Raghava Rao Mukkamala; Tor-Morten Grønli / A Context- and Trajectory-based Destination Prediction of Public Transportation Users. In: IEEE Intelligent Transportation Systems Magazine, 11.1.2022, p. 18. (Impact factor = 3.42).

77. [J]. Deepraj Chowdhury; Anik Das; Ajoy Dey; Shreya Sarkar; Ashutosh Dhar Dwivedi; Raghava Rao Mukkamala; Lakhindar Murmu / ABCanDroid : A Cloud Integrated Android App for Noninvasive Early Breast Cancer Detection Using Transfer Learning. In: Sensors, Vol. 22, No. 3, 2.2022.

76. [B]. A. Brahmananda Reddy (Editor) ; B.V. Kiranmayee (Editor) ; Raghava Rao Mukkamala (Editor) ; K. Srujan Raju (Editor) / Proceedings of Second International Conference on Advances in Computer Engineering and Communication Systems. ICACECS 2021-2022, 599 p. (Algorithms for Intelligent Systems)

75. [J]. Sophia Auer; Sophia Nagler; Somnath Mazumdar; Raghava Rao Mukkamala / Towards Blockchain-IoT Based Shared Mobility : Car-sharing and Leasing as a Case Study. In: Journal of Network and Computer Applications, Vol. 200, 4.2022.

74. [BC]. Raghava Rao Mukkamala; Ravi Vatrapu / Distributed Ledger Technologies and Blockchain for FinTech. In: The Routledge Handbook of FinTech. ed. /K. Thomas Liaw. Abingdon : Routledge 2021, p. 79-98 (Routledge International Handbooks)

73. [J]. Ashutosh Dhar Dwivedi; Rajani Singh; Keshav Kaushik; Raghava Rao Mukkamala; Waleed S. Alnumay / Blockchain and Artificial Intelligence for 5G-enabled Internet of Things : Challenges, Opportunities, and Solutions. In: Transactions on Emerging Telecommunications Technologies, 14.7.2021.

72. [J]. Lukas Stockburger; Georgios Kokosioulis; Alivelu Manga Mukkamala; Raghava Rao Mukkamala; Michel Avital / Blockchain-enabled Decentralized Identity Management : The Case of Self-sovereign Identity in Public Transportation. In: Blockchain: Research and Applications, 2021.

71. [J]. Ashutosh Dhar Dwivedi; Rajani Singh; Uttam Ghosh; Raghava Rao Mukkamala; Amr Tolba; Omar Said / Privacy Preserving Authentication System based on Non-interactive Zero Knowledge Proof Suitable for Internet of Things In: Journal of Ambient Intelligence and Humanized Computing.

70. [C]. Somnath Mazumdar; Thomas Jensen; Raghava Rao Mukkamala; Robert J. Kauffman; Jan Damsgaard / Do Blockchain and IoT Architecture Create Informedness to Support Provenance Tracking in the Product Lifecycle? In: Proceedings of the 54th Hawaii International Conference on System SciencesHawaii : Hawaii International Conference on System Sciences (HICSS) 2021, p. 1497-1506 (Proceedings of the Annual Hawaii International Conference on System Sciences) (PDF)

69. [J]. Aseem Kinra; Kim Sundtoft Hald; Raghava Rao Mukkamala; Ravi Vatrapu / An Unstructured Big Data Approach for Country Logistics Performance Assessment in Global Supply Chains.In: International Journal of Operations and Production Management, Vol. 40, No. 4, 2020, p. 439-458. (PDF)

68. [J]. Gayathri Rajakumaran; Neelanarayanan Venkataraman; Raghava Rao Mukkamala / Denial of Service Attack Prediction Using Gradient Descent Algorithm. In: SN Computer Science, Vol. 1, No. 1, 1.2020.

67. [C]. Abid Hussain; Lester Allan Lasrado; Raghava Rao Mukkamala / Sharing Is Caring – Design and Demonstration of a Data Privacy Tool for Interorganizational Transfer of Data.Paper presented at International Conference on ENTERprise Information Systems/International Conference on Project MANagement/International Conference on Health and Social Care Information Systems and Technologies. CENTERIS/ProjMAN/HCist 2020, 2020

66. [C]. Monica Mundada; Raghava Rao Mukkamala / Smart Cities for Sustainability : An Analytical Perspective. In: Proceedings of the World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2020). ed. /Xin-She Yang; Simon James Fong; Moisés Toapanta; Ion Andronache; Niko Phillips. Los Alamos, CA : IEEE 7.2020, p. 770-775. (PDF)

65. [J]. Zheng, Xiaochen ; Sun, Shengjing ; Mukkamala, Raghava Rao ; Vatrapu, Ravi ; Ordieres-Meré, Joaquín. Accelerating Health Data Sharing : A Solution Based on the Internet of Things and Distributed Ledger Technologies. In: Journal of Medical Internet Research. 2019 ; Vol. 21, No. 6. (PDF)

64. [C]. Faber, Benedict ; Michelet, Georg ; Weidmann, Niklas ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. BPDIMS : BPDIMS: A Blockchain-based Personal Data and Identity Management System In: Proceedings of the 52nd Hawaii International Conference on System Sciences. Honolulu : Hawaii International Conference on System Sciences (HICSS), 2019. pp. 6855-6864 (Proceedings of the Annual Hawaii International Conference on System Sciences). (PDF)

63. [C]. Fagerstrøm, Asle ; Vatrapu, Ravi ; Størksen, Jørgen O. Co-creation of Value Using Social Media in the Service Industry : An Empirical Case Study of Service Innovation in a Banking and Finance Company. In: 2018 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2018. Los Alamos, CA : IEEE, 2019. pp. 560-564 (IEEE International Conference on Industrial Engineering and Engineering Management). (PDF)

62. [C]. Straton, Nadiya ; Jang, Hyeju ; Ng, Raymond ; Vatrapu, Ravi ; Mukkamala, Raghava Rao. Computational Modeling of Stigmatized Behaviour in Pro-Vaccination and Anti-Vaccination Discussions on Social Media. In: Proceedings of 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2019. pp. 2673-2681. (PDF)

61. [C].Mukkamala, Raghava Rao ; Vatrapu, Ravi ; Ray, Pradeep Kumar ; Sengupta, Gora ; Halder, Sankar. Converging Blockchain and Social Business for Socio-Economic Development. In: Proceedings of the 2018 IEEE International Conference on Big Data. editor / Naoki Abe ; Huan Liu ; Calton Pu ; Xiaohua Hu ; Nesreen Ahmed ; Mu Qiao ; Yang Song ; Donald Kossmann ; Bing Liu ; Kisung Lee ; Jiliang Tang ; Jingrui He ; Jeffrey Saltz. Los Alamos, CA : IEEE, 2019. pp. 3039-3048. (PDF)

60. [C].Gupta , Jayesh Prakash ; Kärkkäinen, Hannu ; Menon, Karan ; Huhtamäki, Jukka ; Mukkamala, Raghava Rao ; Hussain, Abid ; Vatrapu, Ravi ; Jussila, Jari ; Pirkkalainen, Henri ; Olsson, Thomas. Identifying Different Types of Social Ties in Events from Publicly Available Social Media Data. In: Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019): Volume 3: KMIS. editor / Jorge Bernardino ; Ana Salgado ; Joaquim Filipe. Setúbal : SCITEPRESS Digital Library, 2019. pp. 176-186. (PDF)

59. [C].Grønli, Tor-Morten ; Flesch, Benjamin ; Mukkamala, Raghava Rao ; Vatrapu, Ravi ; Klavestad, Sindre ; Bergner, Herman. Internet of Things Big Data Analytics : The Case of Noise Level Measurements at the Roskilde Music Festival. In: Proceedings of 2018 IEEE International Conference on Big Data. editor / Naoki Abe ; Huan Liu ; Calton Pu ; Xiaohua Hu ; Nesreen Ahmed ; Mu Qiao ; Yang Song ; Donald Kossmann ; Bing Liu ; Kisung Lee ; Jiliang Tang ; Jingrui He ; Jeffrey Saltz. Los Alamos, CA : IEEE, 2019. pp. 5153-5158. (PDF)

58. [C].la Cour, Lisbeth ; Milhøj, Anders ; Vatrapu, Ravi. Mikkeller : A Third Attempt. In: Symposium i anvendt statistik: 28.-30. januar 2019. København : Københavns Universitet, 2019. pp. 126-140. (PDF)

57. [C].Straton, Nadiya ; Ng, Raymond ; Jang, Hyeju ; Vatrapu, Ravi ; Mukkamala, Raghava Rao. Predictive Modelling of Stigmatized Behaviour in Vaccination Discussions on Facebook. In: Proceedings of 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, 2019. pp. 2561-2568. (PDF)

56. [J].Yin, Hao Hua Sun ; Langenheldt, Klaus ; Harlev, Mikkel ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. Regulating Cryptocurrencies : A Supervised Machine Learning Approach to De-Anonymizing the Bitcoin Blockchain. In: In: Journal of Management Information Systems. 2019 ; Vol. 36, No. 1. pp. 37-73. (PDF)

55. [J].Kunst, Katrine ; Vatrapu, Ravi. Understanding Electronic Word of Behavior : Conceptualization of the Observable Digital Traces of Consumers’ Behaviors. In: In: Electronic Markets. 2019 ; Vol. 29, No. 3. pp. 323-336. (PDF)

54. [C].Sternberg, Fie ; Hedegaard Pedersen, Kasper ; Ryelund, Niklas Klve ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. Analysing Customer Engagement of Turkish Airlines Using Big Social Data. In: Proceedings of the 7th IEEE International Congress on Big Data: BigData Congress 2018. editor / Shadi Ibrahim ; Isaac Triguero ; Bingsheng He. Los Alamitos, CA : IEEE, 2018. pp. 74-81. (PDF)

53. [J].Menon, Menon, Karan ; Kärkkäinen, Hannu ; Jussila, Jari ; Huhtamäki, Jukka ; Mukkamala, Raghava Rao ; Lasrado, Lester Allan ; Vatrapu, Ravi ; Hussain, Abid. Analysing the Role of Crowdfunding in Entrepreneurial Ecosystems : A Social Media Event Study of Two Competing Product Launches. In: International Journal of Entrepreneurship and Small Business. 2018 ; Vol. 33, No. 4. pp. 575-606. (PDF)

52. [J].Jensen, Thomas ; Vatrapu, Ravi ; Bjørn-Andersen, Niels. Avocados Crossing Borders : The Problem of Runaway Objects and the Solution of a Shipping Information Pipeline for Improving International Trade. In: Information Systems Journal. 2018 ; Vol. 28, No. 2. pp. 408-438. (PDF)

51. [C].Zheng, Xiaochen ; Mukkamala, Raghava Rao ; Vatrapu, Ravi ; Ordieres-Mere, Joaqun. Blockchain-based Personal Health Data Sharing System Using Cloud Storage. In: 2018 IEEE 20th International Conference on E-Health Networking, Applications and Services (Healthcom). editor / Jan Kubicek. Los Alamos, CA : IEEE, 2018. (PDF)

50. [J].Mukkamala, Raghava Rao ; Vatrapu, Ravi ; Ray, Pradeep Kumar ; Sengupta, Gora ; Halder, Sankar. Blockchain for Social Business : Principles and Applications. In: IEEE Engineering Management Review. 2018 ; Vol. 46, No. 4. pp. 94-99. (PDF)

49. [C].Harlev, Mikkel Alexander ; Sun Yin, Haohua ; Langenheldt, Klaus Christian ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. Breaking Bad : De-Anonymising Entity Types on the Bitcoin Blockchain Using Supervised Machine Learning. In: Proceedings of the 51st Hawaii International Conference on System Sciences 2018. Honolulu : Hawaii International Conference on System Sciences (HICSS), 2018. pp. 3497-3506 (Proceedings of the Annual Hawaii International Conference on System Sciences). (PDF)

48. [C].Siikanen, M., Baltakys, K., Kanniainen, J., Vatrapu, R., Mukkamala, R. R. & Hussain, ASiikanen, Milla ; Baltakys, Kęstutis ; Kanniainen, Juho ; Vatrapu, Ravi ; Mukkamala, Raghava Rao ; Hussain, Abid. Facebook Drives Behavior of Passive Households in Stock Markets. In: Finance Research Letters. 2018 ; Vol. 27. pp. 208-213. (PDF)

47. [C].Gruzd, Anatoliy ; Jacobson, Jenna ; Mai, Philip ; Hemsley, Jeff ; Kwon, K.Hazel ; Vatrapu, Ravi ; Quan-Haase, Anabel ; Sloan, Luke ; Hodson, Jaigris. Introduction to the 2018 International Conference on Social Media & Society. In: Proceedings of the 9th International Conference on Social Media and Society: SMSociety '18. editor / Anatoliy Gruzd ; Jenna Jacobson ; Philip Mai ; Jeff Hemsley ; K. Hazel Kwon ; Ravi Vatrapu ; Anabel Quan-Haase ; Luke Sloan ; Jaigris Hodson. New York : Association for Computing Machinery, 2018. pp. 1-4 (ACM International Conference Proceeding Series). (PDF)

46. [C].la Cour, Lisbeth ; Milhøj, Anders ; Vatrapu, Ravi ; Buus Lassen, Niels. Predicting the Daily Sales of Mikkeller Bars Using Facebook Data. In: Symposium i anvendt statistik: 22.-24. januar 2018. editor / Peter Linde. København : Københavns Universitet, 2018. pp. 125-141. (PDF)

45. [C].Gruzd, Anatoliy (Editor) ; Jacobson, Jenna (Editor) ; Mai, Philip (Editor) ; Hemsley, Jeff (Editor) ; Kwon, K. Hazel (Editor) ; Vatrapu, Ravi (Editor) ; Quan-Haase, Anabel (Editor) ; Sloan, Luke (Editor) ; Hodson, Jaigris (Editor). Proceedings of the 9th International Conference on Social Media and Society : SMSociety '18. In: New York : Association for Computing Machinery, 2018. 399 p. (ACM International Conference Proceeding Series). (PDF)

44. [C].Vatrapu, Ravi. Techgiganter slipper for let - på fem punkter. In : Politiken. 2018 ; pp. 4. (PDF)

43. [C].Baldin, A., Bille, T., Mukkamala, R. R. & Vatrapu, R. The Impact of Social Media Activities in Theater Demand. In : 2018. 19 p. (PDF)

42. [C].Baldin, Andrea ; Bille, Trine ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. he Impact of Social Media Activities in Theater Demand. In : Paper presented at The 20th International Conference on Cultural Economics. ACEI 2018, Melbourne, Australia.19 p. (PDF)

41. [C].Flesch, Benjamin ; Vatrapu, Ravi ; Mukkamala, Raghava Rao ; Madsen, René. Visualization of Crowd Trajectory, Geospatial Sets, and Audience Prediction at Roskilde Festival 2018. In : ICIS 2018 Pre-Conference Workshop Proceedings: Special Interest Group on Geographic Information Systems. Atlanta, GA : Association for Information Systems. AIS Electronic Library (AISeL), 2018. (PDF)

40. [C].An, Qi ; Grimmig Christensen, Morten ; Ramachandran, Annith ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. Volkswagen’s Diesel Emission Scandal : Analysis of Facebook Engagement and Financial Outcomes. In : Big Data – BigData 2018: 7th International Congress, Held as Part of the Services Conference Federation, SCF 2018, Seattle, WA, USA, June 25–30, 2018, Proceedings. editor / Francis Y. L. Chin ; C. L. Philip Chen ; Latifur Khan ; Kisung Lee ; Liang-Jie Zhang. Cham : Springer, 2018. pp. 260-276 (Lecture Notes in Computer Science, Vol. 10968). (PDF)

39. [C].Flesch, Benjamin ; Vatrapu, Ravi ; Mukkamala, Raghava Rao. A Big Social Media Data Study of the 2017 German Federal Election Based on Social Set Analysis of Political Party Facebook Pages with SoSeVi. In : Proceedings. 2017 IEEE International Conference on Big Data: IEEE Big Data 2017. editor / Jian-Yun Nie ; Zoran Obradovic ; Toyotaro Suzumura ; Rumi Ghosh ; Raghunath Nambiar ; Chonggang Wang ; Hui Zang ; Ricardo Baeza-Yates ; Xiaohua Hu ; Jeremy Kepner ; Alfredo Cuzzocrea ; Jian Tang ; Masashi Toyoda. Los Alamitos, CA : IEEE, 2017. pp. 2720-2729. (PDF)

38. [C].Sun Yin, Haohua ; Vatrapu, Ravi. A First Estimation of the Proportion of Cybercriminal Entities in the Bitcoin Ecosystem using Supervised Machine Learning. In : Proceedings. 2017 IEEE International Conference on Big Data: IEEE Big Data 2017. editor / Jian-Yun Nie ; Zoran Obradovic ; Toyotaro Suzumura ; Rumi Ghosh ; Raghunath Nambiar ; Chonggang Wang ; Hui Zang ; Ricardo Baeza-Yates ; Xiaohua Hu ; Jeremy Kepner ; Alfredo Cuzzocrea ; Jian Tang ; Masashi Toyoda. Los Alamitos, CA : IEEE, 2017. pp. 3690-3699. (PDF)

37. [C].Mejia, Carolina ; Florian-Gaviria, Beatriz ; Vatrapu, Ravi ; Bull, Susan ; Gómez, Sergio Manuel Madero ; Fabregat, Ramon. A Novel Web-based Approach for Visualization and Inspection of Reading Difficulties on University Students. In : IEEE Transactions on Learning Technologies. 2017 ; Vol. 10, No. 1. pp. 53-67. (PDF)

36. [C].Reichert, Jonathan-Raphael ; Kristensen, Klaus Langholz ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. A Supervised Machine Learning Study of Online Discussion Forums about Type-2 Diabetes. In : 2017 IEEE 19th International Conference on e-Health Networking, Applications and Services (Healthcom). editor / Hsi Pin Ma ; Baofeng Wang. Los Alamos, CA : IEEE, 2017. pp. 1-7. (PDF)

35. [C].Hammer, H., Østergaard Jacobsen, P., Hendricks, W., Guilluame, J., Stilling, P., Teller, K., Vatrapu, R., Madsen, R. & Føhns, H. Big data og kunstig intelligens fortæller usynlige historier fra Roskilde Festival: Techtopia #7. In : 3 Jul 2017. (PDF)

34. [C].Hammer, Henrik (Performer) ; Østergaard Jacobsen, Per (Performer) ; Hendricks, Willem (Performer) ; Guilluame, Jerome (Performer) ; Stilling, Peter (Performer) ; Teller, Kai (Performer) ; Vatrapu, Ravi (Performer) ; Madsen, René (Performer) ; Føhns, Henrik (Producer). Big data og kunstig intelligens fortæller usynlige historier fra Roskilde Festival : Techtopia #7. In : 3 Jul 2017. (PDF)

33. [C].Straton, Nadiya ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. Big Social Data Analytics for Public Health : Predicting Facebook Post Performance Using Artificial Neural Networks and Deep Learning. In : Proceedings of the 6th IEEE International Congress on Big Data. BigData Congress 2017. editor / George Karypis ; Jia Zhang. Los Alamitos, CA : IEEE, 2017. pp. 89-96. (PDF)

32. [C].Straton, Nadiya ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. Big Social Data Analytics for Public Health : Comparative Methods Study and Performance Indicators of Health Care Content on Facebook. In : Proceedings. 2017 IEEE International Conference on Big Data: IEEE Big Data 2017. editor / Jian-Yun Nie ; Zoran Obradovic ; Toyotaro Suzumura ; Rumi Ghosh ; Raghunath Nambiar ; Chonggang Wang ; Hui Zang ; Ricardo Baeza-Yates ; Xiaohua Hu ; Jeremy Kepner ; Alfredo Cuzzocrea ; Jian Tang ; Masashi Toyoda. Los Alamitos, CA : IEEE, 2017. pp. 2772-2777. (PDF)

31. [C].Egebjerg, Nicolai H. ; Hedegaard, Niklas ; Kuum, Gerda ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. Big Social Data Analytics in Football : Predicting Spectators and TV Ratings from Facebook Data. In : Proceedings of the 6th IEEE International Congress on Big Data. BigData Congress 2017. editor / George Karypis ; Jia Zhang. Los Alamitos, CA : IEEE, 2017. pp. 81-88. (PDF)

30. [C].Komtesse af Rosenborg, Desiree Christina ; Buhl-Andersen, Ida ; Nilsson, Line Bygvrå ; Rebild, Mark Philip ; Mukkamala, Raghava Rao ; Hussain, Abid ; Vatrapu, Ravi. Buzz vs. Sales : Big Social Data Analytics of Style Icon Campaigns and Fashion Designer Collaborations on H&M’s Facebook Page. In : Proceedings of the 50th Hawaii International Conference on System Sciences (HICSS) 2017. Honolulu : Hawaii International Conference on System Sciences (HICSS), 2017. pp. 1861-1870. (PDF)

29. [C].Kunst, Katrine ; Vatrapu, Ravi ; Hussain, Abid. Electronic Word of Behavior : Conceptual Framework and Research Design for Analyzing the Effect of Increased Digital Observability of Consumer Behaviors in a Movie Streaming Context. In : Internetworked World: Revised Selected Papers of the 15th Workshop on e-Business, WeB 2016. editor / Ming Fan ; Jukka Heikkilä ; Hongxiu Li ; Michael J. Shaw ; Han Zhang. Cham : Springer, 2017. pp. 95-103 (Lecture Notes in Business Information Processing, Vol. 296). (PDF)

28. [C].Straton, Nadiya ; Vatrapu, Ravi ; Mukkamala, Raghava Rao. Facebook and Public Health : A Study to Understand Facebook Post Performance with Organizations’ Strategy. In : Proceedings. 2017 IEEE International Conference on Big Data: IEEE Big Data 2017. editor / Jian-Yun Nie ; Zoran Obradovic ; Toyotaro Suzumura ; Rumi Ghosh ; Raghunath Nambiar ; Chonggang Wang ; Hui Zang ; Ricardo Baeza-Yates ; Xiaohua Hu ; Jeremy Kepner ; Alfredo Cuzzocrea ; Jian Tang ; Masashi Toyoda. Los Alamitos, CA : IEEE, 2017. pp. 3123-3132. (PDF)

27. [C].Torre, Osku ; Gupta , Jayesh Prakash ; Kärkkäinen, Hannu ; Pirkkalainen, Henri ; Vatrapu, Ravi ; Mukkamala, Raghava Rao ; Hussain, Abid. Integrating Micro-level Interactions with Social Network Analysis in Tie Strength Research : The Edge-centered Approach. In : Proceedings of the 21st International Academic Mindtrek Conference. editor / Markku Turunen ; Heli Väätäjä ; Janne Paavilainen ; Thomas Olsson. New York : Association for Computing Machinery, 2017. pp. 203-209. (PDF)

26. [C].Kinra, Aseem ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. Methodological Demonstration of a Text Analytics Approach to Country Logistics System Assessments. In : Dynamics in Logistics: Proceedings of the 5th International Conference LDIC, 2016 Bremen, Germany. editor / Michael Freitag ; Herbert Kotzab ; Jürgen Pannek. Cham : Springer, 2017. pp. 119-129 (Lecture Notes in Logistics). (PDF)

25. [C].Buus Lassen, Niels ; la Cour, Lisbeth ; Vatrapu, Ravi. Predictive Analytics with Social Media Data. In : The SAGE Handbook of Social Media Research Methods. editor / Luke Sloan ; Anabel Quan-Haase. London : SAGE Publications, 2017. pp. 328-341. (PDF)

24. [C].Buus Lassen, Niels ; la Cour, Lisbeth ; Milhøj, Anders ; Vatrapu, Ravi. Social Media Data as Predictors of Mikkeller Sales? In : Symposium i anvendt statistik: 23.-24. januar 2017. editor / Peter Linde. København : Danmarks Statistik, 2017. pp. 71-86. (PDF)

23. [C].Xiao, Xiao ; Hedman, Jonas ; Tan, Felix Ter Chian ; Tan, Chee-Wee ; Lim, Eric T. K. ; Clemmensen, Torkil ; Henningsson, Stefan ; Mukkamala, Raghava Rao ; Vatrapu, Ravi ; Hillegersberg, Jos van. Sports Digitalization : An Overview and a Research Agenda. In : ICIS 2017 Proceedings. Atlanta, GA : Association for Information Systems. AIS Electronic Library (AISeL), 2017. (Proceedings of the International Conference on Information Systems). (PDF)

22. [C].Lasrado, Lester Allan ; Vatrapu, Ravi ; Mukkamala, Raghava Rao. Whose Maturity is it Anyway? The Influence of Different Quantitative Methods on the Design and Assessment of Maturity Models. In : ECIS 2017 Proceedings. Atlanta, GA : Association for Information Systems. AIS Electronic Library (AISeL), 2017. pp. 2918-2927 (Proceedings of the European Conference on Information Systems). (PDF)

21. [C].Lasrado, Lester Allan ; Vatrapu, Ravi ; Andersen, Kim Normann. A Methodological Demonstration of Set-theoretical Approach to Social Media Maturity Models Using Necessary Condition Analysis. In : PACIS 2016 Proceedings. editor / Patrick Y.K. Chau ; She-I Chang. Atlanta, GA : Association for Information Systems. AIS Electronic Library (AISeL), 2016. (PDF)

20. [C].Lasrado, Lester ; Vatrapu, Ravi ; Andersen, Kim Normann. A Set Theoretical Approach to Maturity Models : Guidelines and Demonstration. In : ICIS 2016 Proceedings. Atlanta, GA : Association for Information Systems. AIS Electronic Library (AISeL), 2016. pp. 20 (Proceedings of the International Conference on Information Systems, Vol. 37). (PDF)

19. [C].Jacobson, Michael J. ; Lund, Kristine ; Hoadley, Christopher ; Vatrapu, Ravi ; Kolodner, Janet L. ; Reimann, Peter. Beyond Just Getting Our Word Out : Creating Pipelines from Learning Sciences Research to Educational Practices. In : Transforming Learning, Empowering Learners: The International Conference of the Learning Sciences (ICLS) 2016, Vol. 2. editor / Chee-Kit Looi ; Joseph L. Polman ; Peter Reimann ; Ulrike Cress. Vol. 2 Singapore : ISLS: International Society of the Learning Sciences, 2016. pp. 1071-1073 (Proceedings of The International Conference of the Learning Sciences, Vol. 12). (PDF)

18. [C].Straton, Nadiya ; Hansen, Kjeld ; Mukkamala, Raghava Rao ; Hussain, Abid ; Grønli, Tor-Morten ; Langberg, Henning ; Vatrapu, Ravi. Big Social Data Analytics for Public Health : Facebook Engagement and Performance. In : 2016 IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom). editor / Alois Paulin. Los Alamitos, CA : IEEE, 2016. pp. 442-447. (PDF)

17. [C].Hennig, Anna ; Åmodt, Anne-Sofie ; Hernes, Henrik ; Nygårdsmoen, Helene Mejer ; Arenfeldt Larsen, Peter ; Mukkamala, Raghava Rao ; Flesch, Benjamin ; Hussain, Abid ; Vatrapu, Ravi. Big Social Data Analytics of Changes in Consumer Behaviour and Opinion of a TV Broadcaster. In : Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. editor / Ronay Ak ; George Karypis ; Yinglong Xia ; Xiaohua Tony Hu ; Philip S. Yu ; James Joshi ; Lyle Ungar ; Ling Liu ; Aki-Hiro Sato ; Toyotaro Suzumura ; Sudarsan Rachuri ; Rama Govindaraju ; Weijia Xu. Piscataway, NJ : IEEE, 2016. pp. 3839-3848. (PDF)

16. [C].Hansen, Kjeld S. ; Mukkamala, Raghava Rao ; Hussain, Abid ; Grønli, Tor-Morten ; Langberg, Henning ; Vatrapu, Ravi. Big Social Data in Public Health : A Mixed-Methods Case Study of Sundhed.dk's Facebook Strategy, Engagement, and Performance. In : Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops. editor / Ansar-Ul-Haque Yasar ; Nik Bessis. Amsterdam : Elsevier, 2016. pp. 298-307 (Procedia Computer Science, Vol. 98). (PDF)

15. [C].Jussila, Jari ; Menon, Karan ; Mukkamala, Raghava Rao ; Lasrado, Lester Allan ; Hussain, Abid ; Vatrapu, Ravi ; Kärkkäinen, Hannu ; Huhtamäki, Jukka. Crowdfunding in the Development of Social Media Fanbase : Case Study of Two Competing Ecosystems. In : Proceedings of the 49th Hawaii International Conference on System Sciences (HICSS 2016). editor / Ralph H. Sprague ; Tung X. Bui. Los Alamitos, CA : IEEE, 2016. pp. 4495-4504 (Proceedings of the Annual Hawaii International Conference on System Sciences). (PDF)

14. [C].Zimmerman, Chris ; Stein, Mari-Klara ; Hardt, Daniel ; Danielsen, Christian de Fries ; Vatrapu, Ravi. emotionVis : Designing an Emotion Text Inference Tool for Visual Analytics. In : Tackling Society’s Grand Challenges with Design Science: Proceedings of the 11th International Conference, DESRIST 2016. editor / Jeffrey Parsons ; Tuure Tuunanen ; John Venable ; Brian Donnellan ; Markus Helfert ; Jim Kenneally. Chams : Springer Science+Business Media, 2016. pp. 238–244 (Lecture Notes in Computer Science, Vol. 9661). (PDF)

13. [C].Pantazos, Kostas ; Vatrapu, Ravi. Enhancing the Professional Vision of Teachers : A Physiological Study of Teaching Analytics Dashboards of Students’ Repertory Grid Exercises in Business Education. In : Proceedings of the 49th Hawaii International Conference on System Sciences (HICSS 2016). editor / Tung Bui ; Ralph H. Sprague, Jr. Loa Alamitos, CA : IEEE, 2016. pp. 41-50 (Proceedings of the Annual Hawaii International Conference on System Sciences). (PDF)

12. [C].Boldt, Linda Camilla ; Vinayagamoorthy, Vinothan ; Winder, Florian ; Melanie, Schnittger ; Ekram, Mats ; Mukkamala, Raghava Rao ; Buus Lassen, Niels ; Flesch, Benjamin ; Hussain, Abid ; Vatrapu, Ravi. Forecasting Nike’s Sales using Facebook Data. In : Proceedings - 2016 IEEE International Conference on Big Data, Big Data 2016. editor / Ronay Ak ; George Karypis ; Yinglong Xia ; Xiaohua Tony Hu ; Philip S. Yu ; James Joshi ; Lyle Ungar ; Ling Liu ; Aki-Hiro Sato ; Toyotaro Suzumura ; Sudarsan Rachuri ; Rama Govindaraju ; Weijia Xu. Piscataway, NJ : IEEE, 2016. pp. 2447-2456. (PDF)

11. [C].Korsholm Poulsen, Lasse ; Dekkers, Daan ; Wagenaar, Nicolaas ; Snijders, Wesley ; Lewinsky, Ben ; Mukkamala, Raghava Rao ; Vatrapu, Ravi. Green Cabs vs. Uber in New York City. In : Proceedings of the 2016 IEEE International Congress on Big Data. BigData Congress 2016. editor / Calton Pu ; Geoffrey Fox ; Ernesto Damiani. Los Alamitos, CA : IEEE, 2016. pp. 222–229. (PDF)

10. [C].Prakash Gupta, Jayesh ; Menon, Karan ; Kärkkäinen, Hannu ; Huhtamäki, Jukka ; Mukkamala, Raghava Rao ; Hussain, Abid ; Vatrapu, Ravi ; Jussila, Jari ; Pirkkalainen, Henri. Identifying Weak Ties from Publicly Available Social Media Data in an Event. In : Academic Mindtrek 2016 : Proceedings of the 20th International Academic Mindtrek Conference 2016. New York : Association for Computing Machinery, 2016. pp. 11-19. (PDF)

9. [C].Reimann, Peter ; Bull, Susan ; Kickmeier-Rust, Michael ; Vatrapu, Ravi ; Wasson, Barbara. Introduction. In : Measuring and Visualizing Learning in the Information-Rich Classroom. editor / Peter Reimann ; Susan Bull ; Michael Kickmeier-Rust ; Ravi Vatrapu ; Barbara Wasson. Abingdon : Routledge, 2016. pp. ix-xvi. (PDF)

8. [C].Lasrado, Lester Allan ; Vatrapu, Ravi. Maturity Models : A Set Theoretical Approach. In : Proceedings of the International Workshop on Set Visualization and Reasoning, SetVR 2016. editor / Sven Linker ; Peter Rodgers. Aachen : CEUR, 2016. pp. 44-58 (CEUR Workshop Proceedings, Vol. 1655). (PDF)

7. [C].Reimann, Peter (Editor) ; Bull, Susan (Editor) ; Kickmeier-Rust, Michael (Editor) ; Vatrapu, Ravi (Editor) ; Wasson, Barbara (Editor). Measuring And Visualizing Learning In The Information-rich Classroom. In : Abingdon : Routledge, 2016. 278 p. (PDF)

6. [C].Reimann, Peter ; Bull, Susan ; Kickmeier-Rust, Michael ; Vatrapu, Ravi ; Wasson, Barbara. Preface. In : Measuring And Visualizing Learning In The Information-Rich Classroom. editor / Peter Reimann ; Susan Bull ; Michael Kickmeier-Rust ; Ravi Vatrapu ; Barbara Wasson. Abingdon : Routledge, 2016. pp. vii-viii. (PDF)

5. [C].Vatrapu, Ravi (Editor) ; Kickmeier-Rust, Michael (Editor) ; Ginon, Blandine (Editor) ; Bull, Susan (Editor). Proceedings of the Fourth International Workshop on Teaching Analytics, in Conjunction with EC-TEL 2016. In : Aachen : CEUR, 2016. 46 p. (CEUR Workshop Proceedings, Vol. 1738). (PDF)

4. [C].Vatrapu, Ravi ; Reimann, Peter ; Hussain, Abid ; Pantazos, Kostas. Repertory Grids for Formative Assessment : Concept, Method, Tools, and Findings. In : Measuring And Visualizing Learning In The Information-Rich Classroom. editor / Peter Reimann ; Susan Bull ; Michael Kickmeier-Rust ; Ravi Vatrapu ; Barbara Wasson. Abingdon : Routledge, 2016. pp. 121-136. (PDF)

3. [J].Vatrapu, Ravi ; Mukkamala, Raghava Rao ; Hussain, Abid ; Flesch, Benjamin. Social Set Analysis : A Set Theoretical Approach to Big Data Analytics. In : IEEE Access. 2016 ; Vol. 4. pp. 2542-2571. (PDF)

2. [C].Flesch, Benjamin ; Vatrapu, Ravi. Social Set Visualizer (SoSeVi) II : Interactive Computational Set Analysis of Big Social Data. In : 2016 IEEE 20th International Enterprise Distributed Object Computing Workshop (EDOCW 2016). editor / Stefanie Rinderle-Ma ; Luis Ferreira Pires ; Remco Dijkman. Los Alamitos, CA : IEEE, 2016. pp. 332-335 (Proceedings of the Enterprise Distributed Object Computing Conference Workshops. EDOCW, Vol. 2016). (PDF)

1. [C].Flesch, Benjamin ; Vatrapu, Ravi ; Mukkamala, Raghava Rao ; Hussain, Abid. Social Set Visualizer (SoSeVi) II : Interactive Social Set Analysis of Big Data. In : Proceedings of the International Workshop on Set Visualization and Reasoning, SetVR 2016. editor / Sven Linker ; Peter Rodgers. Vol. 1655 Aachen : CEUR, 2016. pp. 19-28 (CEUR Workshop Proceedings, Vol. 1655). (PDF)