| 2011 |
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| 82 | Recommender Systems in Requirements Engineering. Bamshad Mobasher, Jane Cleland-Huang. AI Magazine (32): 81-89 (2011). Web SearchBibTeXDownload |
| 81 | Context-Aware Recommender Systems. Gediminas Adomavicius, Bamshad Mobasher, Francesco Ricci. AI Magazine (32): 67-80 (2011). Web SearchBibTeXDownload |
| 80 | Recommendation by Example in Social Annotation Systems. Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke. EC-Web 2011, 209-220. Web SearchBibTeXDownload |
| 79 | On-demand feature recommendations derived from mining public product descriptions. Horatiu Dumitru, Marek Gibiec, Negar Hariri, Jane Cleland-Huang, Bamshad Mobasher, Carlos Castro-Herrera, Mehdi Mirakhorli. ICSE 2011, 181-190. Web SearchBibTeXDownload |
| 78 | Tag-Based Resource Recommendation in Social Annotation Applications. Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke. UMAP 2011, 111-122. Web SearchBibTeXDownload |
| 2010 |
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| 77 | Hybrid tag recommendation for social annotation systems. Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke. CIKM 2010, 829-838. Web SearchBibTeXDownload |
| 76 | Resource Recommendation in Collaborative Tagging Applications. Jonathan Gemmell, Thomas Schimoler, Bamshad Mobasher, Robin D. Burke. EC-Web 2010, 1-12. Web SearchBibTeXDownload |
| 75 | 2nd workshop on recommender systems and the social web. Werner Geyer, Jill Freyne, Bamshad Mobasher, Sarabjot S. Anand, Casey Dugan. RecSys 2010, 379-380. Web SearchBibTeXDownload |
| 2009 |
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| 74 | AAAI 2008 Workshop Reports. Razvan C. Bunescu, Vitor R. Carvalho, Jan Chomicki, Vincent Conitzer, Michael T. Cox, Virginia Dignum, Zachary Dodds, Mark Dredze, David Furcy, Evgeniy Gabrilovich, Mehmet H. Göker, Hans W. Guesgen, Haym Hirsh, Dietmar Jannach, Ulrich Junker, Wolfgang Ketter, Alfred Kobsa, Sven Koenig, Tessa A. Lau, Lundy Lewis, Eric T. Matson, Ted Metzler, Rada Mihalcea, Bamshad Mobasher, Joelle Pineau, Pascal Poupart, Anita Raja, Wheeler Ruml, Norman M. Sadeh, Guy Shani, Daniel G. Shapiro, Sarabjot Singh Anand, Matthew E. Taylor, Kiri Wagstaff, Trey Smith, William E. Walsh, Ron Zhou. AI Magazine (30): 108-118 (2009). Web SearchBibTeXDownload |
| 73 | Evaluating the Impact of Attacks in Collaborative Tagging Environments. Maryam Ramezani, Jeff J. Sandvig, Thomas Schimoler, Jonathan Gemmell, Bamshad Mobasher, Robin D. Burke. CSE (4) 2009, 136-143. Web SearchBibTeXDownload |
| 72 | Web Mining Overview. Bamshad Mobasher. Encyclopedia of Data Warehousing and Mining 2009, 2085-2089. Web SearchBibTeXDownload |
| 71 | Adapting K-Nearest Neighbor for Tag Recommendation in Folksonomies. Jonathan Gemmell, Thomas Schimoler, Maryam Ramezani, Bamshad Mobasher. ITWP 2009. Web SearchBibTeXDownload |
| 70 | Enhancing Stakeholder Profiles to Improve Recommendations in Online Requirements Elicitation. Carlos Castro-Herrera, Jane Cleland-Huang, Bamshad Mobasher. RE 2009, 37-46. Web SearchBibTeXDownload |
| 69 | A recommender system for dynamically evolving online forums. Carlos Castro-Herrera, Jane Cleland-Huang, Bamshad Mobasher. RecSys 2009, 213-216. Web SearchBibTeXDownload |
| 68 | Workshop on recommender systems and the social web. Dietmar Jannach, Werner Geyer, Casey Dugan, Jill Freyne, Sarabjot S. Anand, Bamshad Mobasher, Alfred Kobsa. RecSys 2009, 421-422. Web SearchBibTeXDownload |
| 67 | The impact of ambiguity and redundancy on tag recommendation in folksonomies. Jonathan Gemmell, Maryam Ramezani, Thomas Schimoler, Laura Christiansen, Bamshad Mobasher. RecSys 2009, 45-52. Web SearchBibTeXDownload |
| 66 | A recommender system for requirements elicitation in large-scale software projects. Carlos Castro-Herrera, Chuan Duan, Jane Cleland-Huang, Bamshad Mobasher. SAC 2009, 1419-1426. Web SearchBibTeXDownload |
| 65 | Preface to the special issue on data mining for personalization. Bamshad Mobasher, Alexander Tuzhilin. User Model. User-Adapt. Interact. (19): 1-3 (2009). Web SearchBibTeXDownload |
| 2008 |
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| 64 | A consensus based approach to constrained clustering of software requirements. Chuan Duan, Jane Cleland-Huang, Bamshad Mobasher. CIKM 2008, 1073-1082. Web SearchBibTeXDownload |
| 63 | Personalizing Navigation in Folksonomies Using Hierarchical Tag Clustering. Jonathan Gemmell, Andriy Shepitsen, Bamshad Mobasher, Robin D. Burke. DaWaK 2008, 196-205. Web SearchBibTeXDownload |
| 62 | A Survey of Collaborative Recommendation and the Robustness of Model-Based Algorithms. Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke. IEEE Data Eng. Bull. (31): 3-13 (2008). Web SearchBibTeXDownload |
| 61 | International workshop on recommendation and collaboration (ReColl 2008). Lawrence D. Bergman, Jihie Kim, Bamshad Mobasher, Stefan M. Rüger, Stefan Siersdorfer, Sergej Sizov, Markus Stolze. IUI 2008, 439. Web SearchBibTeXDownload |
| 60 | Using Data Mining and Recommender Systems to Facilitate Large-Scale, Open, and Inclusive Requirements Elicitation Processes. Carlos Castro-Herrera, Chuan Duan, Jane Cleland-Huang, Bamshad Mobasher. RE 2008, 165-168. Web SearchBibTeXDownload |
| 59 | Personalized recommendation in social tagging systems using hierarchical clustering. Andriy Shepitsen, Jonathan Gemmell, Bamshad Mobasher, Robin D. Burke. RecSys 2008, 259-266. Web SearchBibTeXDownload |
| 58 | WebKDD 2008: 10 years of knowledge discovery on the web post-workshop report. Olfa Nasraoui, Myra Spiliopoulou, Osmar R. Zaďane, Jaideep Srivastava, Bamshad Mobasher. SIGKDD Explorations (10): 78-83 (2008). Web SearchBibTeXDownload |
| 2007 |
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| 57 | Toward trustworthy recommender systems: An analysis of attack models and algorithm robustness. Bamshad Mobasher, Robin D. Burke, Runa Bhaumik, Chad Williams. ACM Trans. Internet Techn. (7) (2007). Web SearchBibTeXDownload |
| 56 | Introduction to intelligent techniques for Web personalization. Sarabjot S. Anand, Bamshad Mobasher. ACM Trans. Internet Techn. (7) (2007). Web SearchBibTeXDownload |
| 55 | AAAI-07 Workshop Reports. Sarabjot Singh Anand, Daniel Bahls, Catherina Burghart, Mark H. Burstein, Huajun Chen, John Collins, Thomas G. Dietterich, Jon Doyle, Chris Drummond, William Elazmeh, Christopher W. Geib, Judy Goldsmith, Hans W. Guesgen, Jim Hendler, Dietmar Jannach, Nathalie Japkowicz, Ulrich Junker, Gal A. Kaminka, Alfred Kobsa, Jérôme Lang, David B. Leake, Lundy Lewis, Gerard Ligozat, Sofus A. Macskassy, Drew V. McDermott, Ted Metzler, Bamshad Mobasher, Ullas Nambiar, Zaiqing Nie, Klas Orsvärn, Barry O'Sullivan, David V. Pynadath, Jochen Renz, Rita V. Rodríguez, Thomas Roth-Berghofer, Stefan Schulz, Rudi Studer, Yimin Wang, Michael P. Wellman. AI Magazine (28): 119-128 (2007). Web SearchBibTeXDownload |
| 54 | Web search personalization with ontological user profiles. Ahu Sieg, Bamshad Mobasher, Robin D. Burke. CIKM 2007, 525-534. Web SearchBibTeXDownload |
| 53 | Representing Context in Web Search with Ontological User Profiles. Ahu Sieg, Bamshad Mobasher, Robin D. Burke. CONTEXT 2007, 439-452. Web SearchBibTeXDownload |
| 52 | Crawling Attacks Against Web-based Recommender Systems. Runa Bhaumik, Robin D. Burke, Bamshad Mobasher. DMIN 2007, 183-189. Web SearchBibTeX |
| 51 | Impact of Relevance Measures on the Robustness and Accuracy of Collaborative Filtering. Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke. EC-Web 2007, 99-108. Web SearchBibTeXDownload |
| 50 | Learning Ontology-Based User Profiles: A Semantic Approach to Personalized Web Search. Ahu Sieg, Bamshad Mobasher, Robin D. Burke. IEEE Intelligent Informatics Bulletin (8): 7-18 (2007). Web SearchBibTeXDownload |
| 49 | Attacks and Remedies in Collaborative Recommendation. Bamshad Mobasher, Robin D. Burke, Runa Bhaumik, Jeff J. Sandvig. IEEE Intelligent Systems (22): 56-63 (2007). Web SearchBibTeXDownload |
| 48 | Recommender Systems. Bamshad Mobasher, Vikas Sindhwani, Francesco Ricci. KI (21): 41-43 (2007). Web SearchBibTeXDownload |
| 47 | Robustness of collaborative recommendation based on association rule mining. Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke. RecSys 2007, 105-112. Web SearchBibTeXDownload |
| 46 | Defending recommender systems: detection of profile injection attacks. Chad Williams, Bamshad Mobasher, Robin D. Burke. Service Oriented Computing and Applications (1): 157-170 (2007). Web SearchBibTeXDownload |
| 45 | WebKDD/SNAKDD 2007: web mining and social network analysis post-workshop report. Haizheng Zhang, John Yen, C. Lee Giles, Bamshad Mobasher, Myra Spiliopoulou, Jaideep Srivastava, Olfa Nasraoui, Andrew McCallum. SIGKDD Explorations (9): 87-92 (2007). Web SearchBibTeXDownload |
| 44 | Data Mining for Web Personalization. Bamshad Mobasher. The Adaptive Web 2007, 90-135. Web SearchBibTeXDownload |
| 43 | Ontological User Profiles for Representing Context in Web Search. Ahu Sieg, Bamshad Mobasher, Robin D. Burke. Web Intelligence/IAT Workshops 2007, 91-94. Web SearchBibTeXDownload |
| 2006 |
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| 42 | Model-Based Collaborative Filtering as a Defense against Profile Injection Attacks. Bamshad Mobasher, Robin D. Burke, Jeff J. Sandvig. AAAI 2006. Web SearchBibTeX |
| 41 | Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program. Wolfgang Achtner, Esma Aďmeur, Sarabjot Singh Anand, Doug Appelt, Naveen Ashish, Tiffany Barnes, Joseph E. Beck, M. Bernardine Dias, Prashant Doshi, Chris Drummond, William Elazmeh, Ariel Felner, Dayne Freitag, Hector Geffner, Christopher W. Geib, Richard Goodwin, Robert C. Holte, Frank Hutter, Fair Isaac, Nathalie Japkowicz, Gal A. Kaminka, Sven Koenig, Michail G. Lagoudakis, David B. Leake, Lundy Lewis, Hugo Liu, Ted Metzler, Rada Mihalcea, Bamshad Mobasher, Pascal Poupart, David V. Pynadath, Thomas Roth-Berghofer, Wheeler Ruml, Stefan Schulz, Sven Schwarz, Stephanie Seneff, Amit P. Sheth, Ron Sun, Michael Thielscher, Afzal Upal, Jason D. Williams, Steve Young, Dmitry Zelenko. AI Magazine (27): 92-102 (2006). Web SearchBibTeXDownload |
| 40 | Detecting Profile Injection Attacks in Collaborative Recommender Systems. Robin D. Burke, Bamshad Mobasher, Chad Williams, Runa Bhaumik. CEC/EEE 2006, 23. Web SearchBibTeXDownload |
| 39 | Web User Segmentation Based on a Mixture of Factor Analyzers. Yanzan Zhou, Bamshad Mobasher. EC-Web 2006, 11-20. Web SearchBibTeXDownload |
| 38 | Classification features for attack detection in collaborative recommender systems. Robin D. Burke, Bamshad Mobasher, Chad Williams, Runa Bhaumik. KDD 2006, 542-547. Web SearchBibTeXDownload |
| 37 | WebKDD 2006: web mining and web usage analysis post-workshop report. Olfa Nasraoui, Myra Spiliopoulou, Jaideep Srivastava, Bamshad Mobasher, Brij M. Masand. SIGKDD Explorations (8): 84-89 (2006). Web SearchBibTeXDownload |
| 36 | Detecting Profile Injection Attacks in Collaborative Filtering: A Classification-Based Approach. Chad Williams, Bamshad Mobasher, Robin D. Burke, Runa Bhaumik. WEBKDD 2006, 167-186. Web SearchBibTeXDownload |
| 35 | Contextual Recommendation. Sarabjot S. Anand, Bamshad Mobasher. WebMine 2006, 142-160. Web SearchBibTeXDownload |
| 2005 |
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| 34 | The Workshop Program at the Nineteenth National Conference on Artificial Intelligence. Ion Muslea, Virginia Dignum, Daniel D. Corkill, Catholijn M. Jonker, Frank Dignum, Silvia Coradeschi, Alessandro Saffiotti, Dan Fu, Jeff Orkin, William Cheetham, Kai Goebel, Piero P. Bonissone, Leen-Kiat Soh, Randolph M. Jones, Robert E. Wray III, Matthias Scheutz, Daniela Pucci de Farias, Shie Mannor, Georgios Theocharous, Doina Precup, Bamshad Mobasher, Sarabjot S. Anand, Bettina Berendt, Andreas Hotho, Hans W. Guesgen, Michael T. Rosenstein, Mohammad Ghavamzadeh. AI Magazine (26): 103-108 (2005). Web SearchBibTeXDownload |
| 33 | Segment-Based Injection Attacks against Collaborative Filtering Recommender Systems. Robin D. Burke, Bamshad Mobasher, Runa Bhaumik, Chad Williams. ICDM 2005, 577-580. Web SearchBibTeXDownload |
| 32 | A Web Recommendation System Based on Maximum Entropy. Xin Jin, Bamshad Mobasher, Yanzan Zhou. ITCC (1) 2005, 213-218. Web SearchBibTeXDownload |
| 31 | A maximum entropy web recommendation system: combining collaborative and content features. Xin Jin, Yanzan Zhou, Bamshad Mobasher. KDD 2005, 612-617. Web SearchBibTeXDownload |
| 30 | WebKDD 2005: web mining and web usage analysis post-workshop report. Olfa Nasraoui, Osmar R. Zaďane, Myra Spiliopoulou, Bamshad Mobasher, Brij M. Masand, Philip S. Yu. SIGKDD Explorations (7): 139-142 (2005). Web SearchBibTeXDownload |
| 29 | Task-Oriented Web User Modeling for Recommendation. Xin Jin, Yanzan Zhou, Bamshad Mobasher. User Modeling 2005, 109-118. Web SearchBibTeXDownload |
| 28 | Analysis and Detection of Segment-Focused Attacks Against Collaborative Recommendation. Bamshad Mobasher, Robin D. Burke, Chad Williams, Runa Bhaumik. WEBKDD 2005, 96-118. Web SearchBibTeXDownload |
| 2004 |
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| 27 | Web usage mining based on probabilistic latent semantic analysis. Xin Jin, Yanzan Zhou, Bamshad Mobasher. KDD 2004, 197-205. Web SearchBibTeXDownload |
| 26 | WebKDD 2004: web mining and web usage analysis post-workshop report. Olfa Nasraoui, Bamshad Mobasher, Brij M. Masand, Bing Liu. SIGKDD Explorations (6): 147-151 (2004). Web SearchBibTeXDownload |
| 2003 |
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| 25 | Semantically Enhanced Collaborative Filtering on the Web. Bamshad Mobasher, Xin Jin, Yanzan Zhou. EWMF 2003, 57-76. Web SearchBibTeXDownload |
| 24 | A Framework for the Evaluation of Session Reconstruction Heuristics in Web-Usage Analysis. Myra Spiliopoulou, Bamshad Mobasher, Bettina Berendt, Miki Nakagawa. INFORMS Journal on Computing (15): 171-190 (2003). Web SearchBibTeXDownload |
| 23 | Concept Based Query Enhancement in the ARCH Search Agent. Ahu Sieg, Bamshad Mobasher, Steven L. Lytinen, Robin D. Burke. International Conference on Internet Computing 2003, 613-619. Web SearchBibTeX |
| 22 | A Road Map to More Effective Web Personalization: Integrating Domain Knowledge with Web Usage Mining. Honghua Dai, Bamshad Mobasher. International Conference on Internet Computing 2003, 58-64. Web SearchBibTeX |
| 21 | Intelligent Techniques for Web Personalization. Sarabjot S. Anand, Bamshad Mobasher. ITWP 2003, 1-36. Web SearchBibTeXDownload |
| 2002 |
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| 20 | Discovery and Evaluation of Aggregate Usage Profiles for Web Personalization. Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakagawa. Data Min. Knowl. Discov. (6): 61-82 (2002). Web SearchBibTeXDownload |
| 19 | Using Sequential and Non-Sequential Patterns in Predictive Web Usage Mining Tasks. Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakagawa. ICDM 2002, 669-672. Web SearchBibTeXDownload |
| 18 | The Impact of Site Structure and User Environment on Session Reconstruction in Web Usage Analysis. Bettina Berendt, Bamshad Mobasher, Miki Nakagawa, Myra Spiliopoulou. WEBKDD 2002, 159-179. Web SearchBibTeXDownload |
| 2001 |
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| 17 | Decision Processes in Agent-Based Automated Contracting. John Collins, Corey Bilot, Maria L. Gini, Bamshad Mobasher. IEEE Internet Computing (5): 61-72 (2001). Web SearchBibTeXDownload |
| 16 | Effective personalization based on association rule discovery from web usage data. Bamshad Mobasher, Honghua Dai, Tao Luo, Miki Nakagawa. WIDM 2001, 9-15. Web SearchBibTeXDownload |
| 2000 |
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| 15 | Automatic personalization based on Web usage mining. Bamshad Mobasher, Robert Cooley, Jaideep Srivastava. Commun. ACM (43): 142-151 (2000). Web SearchBibTeXDownload |
| 14 | Integrating Web Usage and Content Mining for More Effective Personalization. Bamshad Mobasher, Honghua Dai, Tao Luo, Yuqing Sun, Jiang Zhu. EC-Web 2000, 165-176. Web SearchBibTeXDownload |
| 1999 |
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| 13 | Bid Selection Strategies for Multi-agent Contracting in the Presence of Scheduling Constraints. John Collins, Rashmi Sundareswara, Maria L. Gini, Bamshad Mobasher. Agent Mediated Electronic Commerce (IJCAI Workshop) 1999, 113-130. Web SearchBibTeXDownload |
| 12 | Evaluating Risk: Flexibility and Feasibility in Multi-Agent Contracting. John Collins, Maksim Tsvetovat, Rashmi Sundareswara, Joshua van Tonder, Maria L. Gini, Bamshad Mobasher. Agents 1999, 350-351. Web SearchBibTeXDownload |
| 11 | Document Categorization and Query Generation on the World Wide Web Using WebACE. Daniel Boley, Maria L. Gini, Robert Gross, Eui-Hong Han, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, Jerome Moore. Artif. Intell. Rev. (13): 365-391 (1999). Cited by 152Web SearchBibTeXDownload |
| 10 | Data Preparation for Mining World Wide Web Browsing Patterns. Robert Cooley, Bamshad Mobasher, Jaideep Srivastava. Knowl. Inf. Syst. (1): 5-32 (1999). Web SearchBibTeXDownload |
| 1998 |
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| 9 | WebACE: A Web Agent for Document Categorization and Exploration. Eui-Hong Han, Daniel Boley, Maria L. Gini, Robert Gross, Kyle Hastings, George Karypis, Vipin Kumar, Bamshad Mobasher, Jerome Moore. Agents 1998, 408-415. Cited by 135Web SearchBibTeXDownload |
| 8 | A Market Architecture for Multi-Agent Contracting. John Collins, Ben Youngdahl, Scott Jamison, Bamshad Mobasher, Maria L. Gini. Agents 1998, 285-292. Web SearchBibTeXDownload |
| 7 | Bid Evaluation and Selection in the MAGNET Automated Contracting System. Erik S. Steinmetz, John Collins, Scott Jamison, Rashmi Sundareswara, Bamshad Mobasher, Maria L. Gini. AMET 1998, 105-125. Web SearchBibTeXDownload |
| 6 | Hypergraph Based Clustering in High-Dimensional Data Sets: A Summary of Results. Eui-Hong Han, George Karypis, Vipin Kumar, Bamshad Mobasher. IEEE Data Eng. Bull. (21): 15-22 (1998). Cited by 103Web SearchBibTeX |
| 1997 |
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| 5 | Magma: An Agent Based Virtual Market for Electronic Commerce. Maksim Tsvetovatyy, Maria L. Gini, Bamshad Mobasher, Zbigniew Wieckowski. Applied Artificial Intelligence (11): 501-523 (1997). Web SearchBibTeXDownload |
| 4 | Clustering Based On Association Rule Hypergraphs. Eui-Hong Han, George Karypis, Vipin Kumar, Bamshad Mobasher. DMKD 1997. Cited by 181Web SearchBibTeX |
| 3 | Web Mining: Information and Pattern Discovery on the World Wide Web. Robert Cooley, Bamshad Mobasher, Jaideep Srivastava. ICTAI 1997, 558-567. Web SearchBibTeXDownload |
| 2 | Multi-Valued Logic Programming Semantics: An Algebraic Approach. Bamshad Mobasher, Don Pigozzi, Giora Slutzki. Theor. Comput. Sci. (171): 77-109 (1997). Web SearchBibTeXDownload |
| 1993 |
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| 1 | Negation as Partial Failure. Bamshad Mobasher, Jacek Leszczylowski, Don Pigozzi. LPNMR 1993, 244-262. Web SearchBibTeX |
