General Information
NameProf. Bracha Shapira
DepartmentDepartment of Software and Information Systems Engineering
Emailbshapira@bgu.ac.il
Personal Web SitePersonal Web Site
Academic RankAssociate Professor
FunctionDeputy Dean for Research, Department of Software and Information Systems Engineering


Books

 
[1] Kantor, B ., Ricci, Shapira B., Francesco, Recommender systems handbook, Springer, (2011).
[2] Ricci, Francesco, Shapira B., Kantor, B ., Recommender systems handbook, Springer, (2011).
[3] Shapira B., Building effective recommender systems, Springer, (2009).
[4] Gal Cecilia, Kantor Paul, Shapira B., Security Informatics and Terrorism: Patrolling the Web - Social and Technical Problems of Detecting and Controlling Terrorists'' Use of the World Wide Web, (2008).
[5] Gal, S ., Shapira B., Kantor, B ., Security Informatics and Terrorism: Patrolling the Web: Social and Technical Problems of Detecting and Controlling Terrorists' Use of the World Wide Web, Ios PressInc, (2008).

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Book in Series

 
[1] Kuflik T.., Shapira B., Elovici Y.., Maschiach A.., Privacy preservation improvement by learning optimal profile generation rate, SPRINGER-VERLAG BERLIN, BERLIN, 168-177, (2003).
[2] Elovici Y.., Shapira B., Maschiach A.., A new privacy model for WEB surfing, SPRINGER-VERLAG BERLIN, BERLIN, 45-57, (2002).

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Book Chapters

 
[1] Shapira B., Levy Meira, Personalized Knowledge service Based on Smart Cell-phone Usage: A Conceptual Framework, Knowledge Service Engineering Handbook, CRC press, (2012).
[2] Zaafrany O, Shapira B., Friedman M, Schneider M, Kandel A, Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS), Springer, 365-385, (2008).
[3] Shapira B., Kandel A., Enhancement to the Advanced Terrorists Detection System (ATDS), IOS Press NATO Series, 71-81, (2008).
[4] Shapira B., Zaafrani O, Friedman M, Schneider M, Kandel A, Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS). in Terrorism Informatics, Knowledge Management and Data Mining for Homeland Security, Chen, H. Reid, E. Sinai, J. Silke, A. Ganor, B (Eds), Springer Integrated Series in Information Systems. Vol. 18, pp. 365-385, (2008).
[5] Shapira B., Shpanglat Y, Hidden-Web Privacy Preservation Surfing (Hi-WePPS) Model”, In Privacy and Technologies of Identity, A Cross-Disciplinary Conversation. Strandburg, D. and Stan Raicu, D. (Eds.), Chapter 19, pp. 335-348, Springer, (2006).
[6] Shapira B., Model for Content-Based Web Monitoring to appear in Fighting Terror in Cyberspace. M. Last and A. Kandel (Eds), Series in Machine Perception and Artificial Intelligence, Vol. 65. Chapter 4. pp. 63-73. World Scientific. (2005).
[7] Zaafrany O, Shapira B., Kandel M, Intelligent Technology for Content Monitoring on The Web, World Scientific, 539-552, (2004).
[8] Shapira B., Ricci F, Introduction to Recommender Systems, in Recommender Systems Handbook, Ricci, F. Rokach, L. and Shapira,B. (Eds). Springer (forthcoming), ().

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Journal Articles

 
[1] Shapira B., pcStream: A Stream Clustering Algorithm for Dynamically Detecting and Managing Temporal Contexts, Advances in Knowledge Discovery and Data Mining.19th Pacific-Asia Conference, PAKDD 2015. Proceedings: LNCS 9078, pt. II, 119 - 33, (2015).
[2] Shapira B., Fast item-based collaborative filtering, 7th International Conference on Agents and Artificial Intelligence (ICAART 2015). Proceedings, vol.2, 457 - 63, (2015).
[3] Shapira B., Unknown malware detection using network traffic classification, 2015 IEEE Conference on Communications and Network Security (CNS), 134 - 42, (2015).
[4] Shapira B., JoKER: Trusted Detection of Kernel Rootkits in Android Devices via JTAG Interface, 2015 IEEE Trustcom/BigDataSE/ISPA, vol.1, 65 - 73, (2015).
[5] Shapira B., Sentiment Analysis in Transcribed Utterances, Advances in Knowledge Discovery and Data Mining.19th Pacific-Asia Conference, PAKDD 2015. Proceedings: LNCS 9078, pt. II, 27 - 38, (2015).
[6] Shapira B., ConSent: Context-based sentiment analysis, Knowl.-Based Syst. (Netherlands), 84, 162 - 78, (2015).
[7] Shapira B., Reaching a joint decision with minimal elicitation of voter preferences, Inf. Sci. (Netherlands), 278, 466 - 87, (2014).
[8] Shapira B., Mobile malware detection through analysis of deviations in application network behavior, Computers and Security, 43, 1 - 18, (2014).
[9] Shapira B., CoBAn: a context based model for data leakage prevention, Inf. Sci. (USA), 262, 137 - 58, (2014).
[10] Shapira B., Freilikhman, Shirley, Facebook single and cross domain data for recommendation systems, , 23, 211--247, (2013).
[11] Shapira B., Ensemble of feature chains for anomaly detection, Multiple Classifier Systems. 11th International Workshop, MCS 2013. Proceedings, 295 - 306, (2013).
[12] Shapira B., Detecting application update attack on mobile devices through network features, 2013 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), 91 - 2, (2013).
[13] Shapira B., Exploiting simultaneous usage of different wireless interfaces for security and mobility, 2013 Second International Conference on Future Generation Communication Technologies (FGCT), 21 - 6, (2013).
[14] Shapira B., Nesto - Network selection and traffic off-loading system for Android mobile devices, 2013 9th International Wireless Communications and Mobile Computing Conference (IWCMC), 337 - 42, (2013).
[15] Cwikel, Julie, Shapira B., Orenstein, Ido, The effectiveness of a training method using self-modeling webcam photos for reducing musculoskeletal risk among office workers using computers, , 43, 376--385, (2012).
[16] Bar, Ariel, Schclar, Shapira B., Alon, Boosting Simple Collaborative Filtering Models Using Ensemble Methods, , abs/1205.1357, 339-348, (2012).
[17] Antwarg, Liat, Shapira B., Attribute-Driven Hidden Markov Model Trees for Intention Prediction, , 42, 1103-1119, (2012).
[18] Antwarg, Liat, Lavie, Shapira B., Talia, Highlighting items as means of adaptive assistance, , 1--17, (2012).
[19] Chekina, Lena, Gutfreund, Dan, Shapira B., Kontorovich, Aryeh, Exploiting label dependencies for improved sample complexity, , 1--42, (2012).
[20] Shmueli, Erez, Tassa, Shapira B., Tamir, Wasserstein, Raz, Limiting disclosure of sensitive data in sequential releases of databases, , 191, 98--127, (2012).
[21] Shapira B., Zabar, Boaz, Personalized search: Integrating collaboration and social networks, , 62, 146--160, (2011).
[22] Zaafrany Omer, Friedman Menahem, Shapira B., Schneider Moti, Kandel Abraham, Detection of Access to Terror-Related Web Sites Using an Advanced Terror Detection System (ATDS), Journal of the American Society for Information Science and Technology (JASIST), 61, 2, 405-418, (2010).
[23] Shapira B., Efficient Multi Dimensional Suppression for k-Anonymity, IEEE Transactions on Data and Knowledge Engineering, 22, 3, 334-347, (2010).
[24] Maidel Veronica, Shapira B., "Ontological content-based filtering for personalized newspaper – the method and its evaluation", Online Information Review (OIR) , 34, 5, 729–756, (2010).
[25] Maidel, Veronica, Shapira B., Ontological content-based filtering for personalised newspapers: A method and its evaluation, , 34, 729--756, (2010).
[26] Arazy, Ofer, Shapira B., Kumar, Nanda, A theory-driven design framework for social recommender systems, , 11, 455--490, (2010).
[27] Kantor, B ., Ricci, Shapira B., Francesco, Recommender systems handbook, , 67, 02, (2010).
[28] Kisilevich, Slava, Shapira B., Efficient multidimensional suppression for k-anonymity, , 22, 334--347, (2010).
[29] Tenenboim-Chekina, Lena, Shapira B., Identification of label dependencies for multi-label classification, , 53--60, (2010).
[30] Kumar Nanda, Arazy Ofer, Shapira B., A Framework for Social Recommender Systems, IT Professionals, to be published, (2009).
[31] Shapira B., Meyer Joachim, ePaper - a personalized mobile newspaper. Journal of American Society for Information Science and Technology (JASIST), Vol. 60 (11), pp. 2333-2346. J. of American Society for Information Science and Technology (JASIST), 60, 11, 2333-2346, (2009).
[32] Ben-Nun A, Shapira B., A Decision Theoretic Approach to Combining Information Filters: Analysis and Empirical Results, Online Information Review, 33, 5, 920-942, (2009).
[33] Shapira B., ePaper: A personalized mobile newspaper, , 60, 2333--2346, (2009).
[34] Arazy, Ofer, Shapira B., Kumar, Nanda, Improving social recommender systems, , 11, 38--44, (2009).
[35] Binun, Shapira B., Alexander, A decision theoretic approach to combining information filtering, , 33, 920--942, (2009).
[36] Maidel Veronica, Shapira B., An ontology- content-based filtering method, Int''l Journal of Information Theories and Applications, 15, (2008).
[37] Maidel, Veronica, Shapira B., An ontology-content-based filtering method, , (2008).
[38] Melamed Dan, Shapira B., MarCol: A Market-Based Recommender System, IEEE Intelligent Systems, 22, 3, 74-78, (2007).
[39] Melamed, Shapira B., Dan, MarCol: A market-based recommender system, , 22, 74--78, (2007).
[40] Kantor P.B., Shapira B., A Decision Theoretic Approach to Combining Information Filters: An Analytical and Empirical Evaluation, JOURNAL OF THE AMERICAN SOCIETY FOR INFORMATION SCIENCE AND TECHNOLOGY (JASIST), 57, 3, 306-320, (2006).
[41] Meshiach A., Shapira B., Cluster-analysis attack against a PRivAte Web solution (PRAW), Online Information Review, 30, 6, 624 - 643, (2006).
[42] Shapira B., Moskowitz Anny, Study of Effectiveness of Implicit Indicators and their Optimal Combination for Accurate Inference of Users Interests, Journal of Digital Information Management, 4, 3, 168-173, (2006).
[43] Shapira B., Enhancing costumer privacy while searching for products and services on the World Wide Web, Internet Research, 15, 4, 378-399, (2005).
[44] Shapira B., Nemeth Y., Subjective and objective evaluation of interactive and automatic query expansion, Online Information Review, 29 (4), 4, 374-390, (2005).
[45] Shapira B., Meshiach A., Kuflik T., PRAW – A new Model for PrivAte Web Navigation, Journal of the American Society for Information Science and Technology, 56, 2, 159 - 172, (2005).
[46] Shapira B., Meshiach, Adlay, Kuflik, Tzvika, PRAW--the model for PRivAte Web, , 56, 159--172, (2005).
[47] Kandel A, Zaafrany O, Shapira B., Using Data Mining Techniques for Detecting Terror-Related Activities on the Web, Journal of Information Warfare, 3, 1, 17-28, (2004).
[48] Kandel, A, Zaafrany, Shapira B., O, Using data mining techniques for detecting terror-related activities on the web, , 3, 17--29, (2004).
[49] Shapira B., Zaafrany, O, Kandel, A, INTELLIGENT TECHNOLOGY FOR CONTENT MONITORING ON THE WEB, , 58, 539--559, (2004).
[50] Shapira B., "Stereotype-based vs. personal-based filtering rules in information filtering systems", Jasist, 54, 3, 243-250, (2003).
[51] Kantor Paul, Shapira B., Using the Information Structure Model to Compare Profile-Based Information Filtering Systems, Information Retrieval Journal , 6, 1, 75-97, (2003).
[52] Kantor P., Shapira B., Using the Information Structure Model to Compare Profile-Based Information Filtering Systems, Information Retrieval Journal , 6, 1, 75-97, (2003).
[53] Shapira B., Zaafrany, Omer, Kandel, Abraham, Using Data Mining for Detecting Terror-Related Activities on the Web, , 271--280, (2003).
[54] Kantor, Shapira B., B ., Using the information structure model to compare profile-based information filtering systems, , 6, 75--97, (2003).
[55] Shapira B., Kantor P.B., Melamed ., "Preliminary study of the effect of motivation on user behavior in a collaborative information finding system," JASIS, , 52, (11), 879-887, (2001).
[56] Hanani U., Shapira B., Information filtering: Overview of issues, research and systems, User Modeling and User-Adapted Interaction, 11, 3, 203-259, (2001).
[57] Boger Z., Kuflik T., Shapira B., Automatic keyword identification by artificial neural networks compared to manual identification by users of filtering systems, Information Processing & Management, 37, 2, 187-198, (2001).
[58] Shapira B., Kantor PB.., Melamed B.., The effect of extrinsic motivation on user behavior in a collaborative information finding system, Journal of the American Society for Information Science and Technology, 52, 11, 879-887, (2001).
[59] Shapira B., Kantor P.B., Boros ., Melamed ., Meñkov ., Neu D.., "Capturing human intelligence in the net, " Communications of the ACM, , 43, (8), 112-115, (2000).
[60] Kantor, B ., Boros, Endre, Shapira B., Melamed, Benjamin, Meñkov, Vladimir, Neu, J ., Capturing human intelligence in the net, , 43, 112--115, (2000).
[61] Shapira B., Hanani Uri, Experimentation with an information filtering system that combines cognitive and sociological filtering integrated with user stereotypes, Decision Support Systems, 27, 1-2, 5-24, (1999).
[62] Shapira B., Hanani U., Stereotypes in information filtering systems, Information Processing & Management, 33, 3, 273-287, (1997).
[63] Shapira B., Hanani U., Raveh A., Information filtering: A new two-phase model using stereotypic user profiling, Journal of Intelligent Information Systems, 8, 2, 155 - 165, (1997).
[64] Raveh A., Hanani U., Shapira B., “Hypertext browsing: a new model based on information filtering with user profiles using data analysis methods”, Online & CD-ROM Review, 20, 1, 3-10, (1996).
[65] Shapira B., Raveh, Adi, Hanani, Uri, Hypertext browsing: A new model for information filtering based on user profiles and data clustering, , 20, 3--10, (1996).
[66] Kantor, B ., Shapira B., Comparing Information Filtering Systems Using the Information Structure Model, , (0).
[67] HANANI, Shapira B., URI, sal Access 159 179, , 65, 86, (0).
[68] Maidel, Veronica, Shapira B., International Journal" Information Theories & Applications" Vol. 15/2008 400, , (0).

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Conference Proceedings

 
[1] Shapira B., Deep Auto-Encoding for Context-Aware Inference of Preferred Items’ Categories, RecSys16, ACM, (2016).
[2] Bar Ariel, Shapira B., Moshe Unger, Lior Rokach, Ariel Bar, Ehud Gudes, Bracha Shapira: Contexto: lessons learned from mobile context inference. UbiComp Adjunct 2014: 175-178, Ubicomp, (2014).
[3] Chapnik, Eyal, Shapira B., Siboni, Gali, Recommending Insurance Riders, 247-268, (2013).
[4] Shapira B., Introducing diversity among the models of multi-label classification ensemble, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, (2012).
[5] Shapira B., Moreno Orly, TALMUD – Transfer Learning for Multiple Domains, ACM, (2012).
[6] Katz, Gilad, Shapira B., Using Wikipedia to Boost SVD Recommender Systems, 19-36, (2012).
[7] Moreno, Shapira B., Orly, TALMUD: transfer learning for multiple domains, 425--434, (2012).
[8] Chekina, L, Mimran, D, Shapira B., Detection of Deviations in Mobile Applications Network Behavior, (2012).
[9] Shapira B., Meta-Learning for Selecting a Multi-Label Classification Algorithm, ICDM Workshop on Optimization based Techniques for Emerging Data Mining Problems, (2011).
[10] Shapira B., Using Wikipedia to boost collaborative filtering techniques, Recsys 2011, (2011).
[11] Shapira B., Dayan Aviram, Aydin Aykan, Biasdi Naseem, Katz Guy, Schwaiger Roland, Fishel Ramilda, Recommenders Benchmark Framework, Recommenders Benchmark Framework, ACM RecSys, (2011).
[12] Porat Talya, Naamani Lihi, Shapira B., Interactive Audience selection tool for distributing a mobile campaign, IADIS International Conference - Information Systems 2010, (2010).
[13] Levy Meira, Dayan Aviram, Shapira B., Toby M., “Task modeling infrastructure for analyzing smart phone usage”. Proc. of ICMB/GMR 2010 9th Int''l Conf. on Mobile Business and the 9th Global Mobility Roundtable, Athens, Greece. (2010).
[14] Porat Talya, Shapira B., Interactive Audience Selection Tool for Distributing a Mobile Campaign, IADIS International Conferencer, (2010).
[15] Shapira B., Iterative voting under uncertainty for group recommender systems, Proceedings of the Fourth ACM Conference on Recommender Systems, (2010).
[16] Shapira B., Identification of Label Dependencies for Multi-label Classification, ICML Workshop on Learning from Multi-Label Data (MLD’10), (2010).
[17] Shapira B., Dery L, Cost sensitive active learning algorithm for multiple parallel campaigns, IEEE 26th Convention of Electrical and Electronics Engineers in Israel, (2010).
[18] Shapira B., Levy Meira, Personalized Knowledge Service Based on Smart Cell-Phone Usage: A Conceptual Framework, 16th Americas Conference on Information Systems, Lima, Peru, (2010).
[19] Levy, Meira, Shapira B., Dayan, Aviram, Tubi, Meytal, Task Modeling Infrastructure for Analyzing Smart Phone Usage, IEEE, 264--271, (2010).
[20] Shapira B., Multi-label Classification by Analyzing Labels Dependencies, ECML/PKDD Workshop on Learning from Multi-Label Data, (2009).
[21] Raghupathi, Viju, Arazy, Shapira B., Ofer, Kumar, Nanda, Opinion Leadership: Non-Work-Related Advice in a Work Setting, 1172-1176, (2009).
[22] Maidel Veronica, Shoval Peretz, Shapira B., Evaluation of an Ontology-Content Based Filtering Method for a Personalized Newspaper, ACM International Conference on Recommender Systems RecSys 08, (2008).
[23] Tenenbaum Lena, Shapira B., Ontology-based classification of News in an electronic newspaper, ITA 2008, Varna, Bulgaria, (2008).
[24] Inbar Ohad, Be-asher Noam, Porat Talya, Mimram Dudu, Shapira B., Meyer Joachim, All the news thatw's fit to e-Ink, Proc. of ACM Int''l Conference on Human-Computer Interaction (CHI''08); Research Landscapes Program, ACM- CHI''08, (2008).
[25] Shapira B., Mimram Dudu, ePaper - the personalized mobile newspaper, ReColl''08: International Workshop on Recommendation and Collaboration, 2008 International ACM Conference on Intelligent User Interfaces (IUI 2008), (2008).
[26] Shapira B., kACTUS 2.0: Privacy Preserving in Classification Tasks using k-Anonymity, ISIPS 2008: Interdisciplinary Studies in Information Privacy and Security, New Brunswick, New Jersey, May 12, 2008, (2008).
[27] Maidel Veronica, Taieb-Maimon Meirav, Shapira B., "Evaluation of an ontology-content-based filtering method for a personalized newspaper". Proc. of RecSys08, ACM Int''l Conference on Recommender Systems, Lausanne, Switzerland, October, pp. 91-98. (2008).
[28] Tenenboim Lena, Shapira B., "Ontology-based classification of news in an electronic newspaper". Proc. of International Conference on Intelligent Information and Engineering Systems" (INFOS 2008), Varna, Bulgaria, June, pp. 89-97. (2008).
[29] Shapira B., Ontology-based classification of news in an electronic newspaper, International Conference on Intelligent Information and Engineering Systems, Institute of Information Theories and Applications FOI ITHEA, (2008).
[30] Shapira B., Meyer J, Mimran D, ePaper - the Personalized Mobile, 12th international Conference on intelligent User interfaces, (2008).
[31] Shapira B., Ben-Asher N, Porat T, Mimran D, Meyer J, All the News that''s Fit to E-ink, CHI ''08 Extended Abstracts on Human Factors in Computing Systems, (2008).
[32] Maidel Veronica, Shapira B., An ontology- content-based filtering method, i.Tech-07, (2007).
[33] Shapira B., Arazy Ofer, Elsanae Ibrahim, Kumar Nanda, Social Relationships in Recommender Systems, Proceeding of the 17th Workshop on Information Technologies & Systems WITS'07, (2007).
[34] Raghupathi V, Arazy Ofer, Kumar Nanda, Shapira B., Antecedents of Opinion Leadership in Social Networks, Proceedings of the 6th Workshop on e-Business (WeB), (2007).
[35] Shapira B., Taieb-Maimon M., Moskowitz A., Study of the usefulness of known and new implicit indicators and their optimal combination for accurate inference of users interests, Applied Computing 2006. 21st Annual ACM Symposium on Applied Computing, ACM, 1118 - 19, (2006).
[36] Arazy Ofer, Kumar Nanda, Shapira B., Designing Social Filtering Systems by Embedding Explicit Receiver-Source Relationships, CHI 2006, (2006).
[37] Arazy Ofer, Kumar Nanda, Shapira B., Designing Social Filtering Systems by Embedding Explicit Receiver-Source Relationships, Trust workshop in CHI’06, (2006).
[38] Arazy Ofer, Kumar Nanda, Shapira B., Social Recommendations Systems: Leveraging the Power of Social Networks in Generating, 1st Design Science Research in Information Systems and Technology conference (DESRIST), February 2006, (2006).
[39] Zaafrany O., Shapira B., Schneider M., Friedman M., Kandel M., Content-Based Detection of Terrorists Browsing the Web Using an Advanced Terror Detection System (ATDS), IEEE International Conference on Intelligence and Security Informatics (IEEE ISI-2005),Intelligence and Security Informatics, Proceedings, Springer-Verlag, 244-255, (2005).
[40] Nemeth Y., Shapira B., Evaluation of the real and perceived value of automatic and interactive query expansion, Proceedings of Sheffield SIGIR 2004. The Twenty-Seventh Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,Proceedings of Sheffield SIGIR 2004. The Twenty-Seventh Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, 526 - 7, (2004).
[41] Uziyahu G.B., Shapira B., Illusive Browsing: Achieving Privacy on the Web using a P2P network, 5th WSEAS Int. Conf. on Automation & Information (ICAI’04),WSEAS Trans. Inf. Sci. Applic. (Greece), 1734 - 42, (2004).
[42] Shpanglat Yael, Shapira B., Hidden Web Privacy Preservation Surfing (Hi-WePPS) Model, CIPLIT’s 2004, 5th Annual Symposium on Privacy and Identity, (2004).
[43] Zaafrany O, Shapira B., Kandel A, OHT- Online-HTML Tracer for Detecting Terrorist Activities on the Web, ECIW 2004. The 3rd European Conference on Information Warfare and Security, (2004).
[44] Friedman M, Schneider M, Zaafrany O, Shapira B., Kandel A, A fuzzy-Based Algorithm for Web Document Clustering, Nafips 2004 – North American Fuzzy Information Processing Society, (2004).
[45] Kandel A., Zaafrany O., Schneider M., Shapira B., Friedman M., Terrorist Detection System, The 15th European Conference on Machine Learning (ECML) and the 8th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD 2004), Springer-Verlag, Lectures Notes in Artificial Intelligence 3202, 540-542, Pisa, Italy, September 20-24, 2004, Springer, (2004).
[46] Ben-Uziyahu G., Shapira B., Illusive Browsing: Achieving Privacy on the Web using a P2P network, 5th WSEAS Int. Conf. on Automation & Information (ICAI’04), (2004).
[47] Kandel, Abraham, Schneider, Moti, Shapira B., Zaafrany, Omer, A fuzzy-based algorithm for web document clustering, IEEE, 524--527, (2004).
[48] Shapira B., Zaafrany O., Kandel A., Using Data Mining Techniques for Detecting Terror-Related Activities on the Web, ECIW 2003. The 2nd European Conference on Information Warfare and Security, 271-280, University of Reading, UK, June 30 – July 1, 2003, 271-280, (2003).
[49] Zaafrany O., Shapira B., Kandel A., Content-Based Methodology for Anomaly Detection onthe Web, Atlantic Web Intelligence Conference (AWIC'03), Springer-Verlag, 113 – 123, (2003).
[50] Kuflik T., Shapira B., Maschiach A., Privacy Preservation Improvement by Learning Optimal Profile Generation Rate, UM’03 - 9th International Conference on User Modeling, Springer-Verlag, Lecture Notes in Computer Science 2702, 168-177, University of Pittsburgh, USA, June 22-25, 2003,User Modeling 2003, Proceedings, Springer-Verlag, 168-177, (2003).
[51] Maschiach A., Shapira B., A New Privacy Model for Web Surfing, NGITS 2002, Springer-Verlag,(Lecture Notes), 45-57, (2002).
[52] Maschiach A., Shapira B., A New Privacy Model for Hiding Group Interests while Accessing the Web, Workshop on Privacy in the Electronic Society, 63-70, (in association with 9th ACM Conference on Computer and Communications Security). Washington, DC, USA, November 21, 2002 - Sponsored by ACM SIGSAC,Proceedings of the ACM Conference on Computer and Communications Security, 63 - 70, (2002).
[53] Boger Z., Kuflik T., Shapira B., “Information filtering and automatic keyword identification by artificial neural networks”, Proc. of ECIS 2000 – 8th European Conference on Information Systems (ECIS), 379-385. (2000).
[54] Hanani U., Shapira B., “Strategies for filtering e-mail messages combining content-based and sociological filtering with user-stereotypes”, Proc. of the 4th Int'l Workshop NGITS'99; published in: R. Pinter and S. Tsur (eds.), Next Generation Information Technologies and Systems, Lecture Notes in Computer Science 1649, Springer, 40-49. (1999).
[55] Shapira B., "Two Phase Filtering Model based on Stereotypes using Cluster Analysis, Ph.D. Thesis presented at ICIS",Doctoral Consortuim, (1997).
[56] Shapira B., Hanani Uri, Raveh A, Two Phase Hypertext Model, the Second Workshop on Next Generation Information Technologies and Systems, (1995).
[57] Shapira B., Baltrunas L, Kaminskas M, Ricci F, Luke K.H., Best Usage Context Prediction for Music Tracks, ACM recsys September 2010, Cars Workshop, ().

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Technical Report

 
[1] Shapira B., (23419/2012), Predicting Student Exam''s Scores by Analyzing Social Network Data, (2012).

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misc

 
[1] Shapira, Shapira B., Yuri, Content-based data leakage detection using extended fingerprinting, (2013).
[2] Bitton, Yehonatan, Fire, Shapira B., Michael, Kagan, Dima, Bar-Ilan, Judit, Social Network Based Search for Experts, (2012).
[3] Mimran, Shapira B., David, A method for detecting user screens in mobile devices working under windows mobile operating system, (2011).
[4] Schclar, Alon, Shapira B., Glass, Gregor, Jepsen, Kathrin, Henke, Katja, System and method for the detection of usability problems in an interactive application, (2011).
[5] Shapira B., Mimran, David, Peretz, Shoval, Glass, Gregor, Henke, Katja, Schneider, Lutz, A system for detecting usability problems of users while using their mobile devices, (2011).
[6] Dayan, Aviram, Meytal, Shapira B., TUBI, Mimran, David, Meira, LEVY, Henke, Katja, Glass, Gregor, Schneider, Lutz, METHOD AND SYSTEM FOR TASK MODELING OF MOBILE PHONE APPLICATIONS, (2010).
[7] Antwarg, Liat, Shapira B., Next-step prediction system and method, (2010).
[8] Maidel, Shapira B., Veronica, Ontology-content-based filtering method for personalized newspapers, (2010).
[9] Shapira B., Maidel, Veronica, Commercial new E-paper system, (2009).
[10] Shapira B., Steinbock, Nimrod, Process of time-space collaborative filtering of information, (2008).
[11] Shapira B., A Content-based Model for Web-Monitoring, WORLD SCIENTIFIC PUBLISHING, (2005).

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incollection

 
[1] Fire, Michael, Katz, Shapira B., Gilad, Predicting student exam’s scores by analyzing social network data, Springer, (2012).
[2] Ricci, Francesco, Shapira B., Introduction to recommender systems handbook, Springer, (2011).
[3] Kisilevich, Slava, Shapira B., kACTUS 2: Privacy preserving in classification tasks using k-Anonymity, Springer, (2009).
[4] Spanglet, Shapira B., Yael, Hidden-Web Privacy Preservation Surfing (Hi-Wepps) Model, Springer, (2006).
[5] Kuflik, Shapira B., Tsvi, Maschiach, Adlai, Privacy preservation improvement by learning optimal profile generation rate, Springer, (2003).

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