Books
| G. Carenini and G. Murray and R. Ng, Methods for Mining and Summarizing Text Conversations, Morgan Claypool, 2011 |
| G. Carenini , J. Cheung , A. Pauls. Multi-Document Summarization of Evaluative text, Computational Intelligence, 2011, (to appear) |
| G. Murray and G. Carenini, Subjectivity Detection in Spoken and Written Conversations, Journal of Natural Language Engineering (JNLE). 2010 [pdf] |
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S. Amershi, G. Carenini, C. Conati, A. K. Mackworth, D. Poole. Pedagogy and Usability in Interactive Algorithm Visualizations: Designing and Evaluating Cispace. Interacting with Computers. Volume 20, Issue 1, pag. 64-96, 2008. [pdf] |
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G. Carenini and J. Moore, Generating and Evaluating
Evaluative Arguments. Artificial Intelligence Journal Vol.
170, Issue 11, |
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C. Conati, K. Muldner, G. Carenini, From Example Studying
to Problem Solving via Tailored Computer-Based Meta-Cognitive
Scaffolding: Hypotheses and Design. Technology, Instruction,
Cognition and Learning (TICL) special issue on problem-solving
support in ITSs, Vol. 4 , Issue 2, |
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N. Green., G. Carenini., S. Kerpedjiev, J. Mattis, J. Moore, S.
Roth, AutoBrief: an Experimental System
for the Automatic Generation of Briefings in Integrated Text and
Information Graphics. International Journal of Human-Computer
Studies Vol. 61, Issue 1, |
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Stefano Monti and Giuseppe Carenini. "Dealing With the Expert Inconsistency in Probability Elicitation" , IEEE Transactions on Knowledge and Data Engineering. Vol. 12, No. 4, July/August 2000. [pdf] |
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Vibhu O. Mittal, Johanna D. Moore, Giuseppe Carenini, Steven Roth, "Describing Complex Charts in Natural Language: A Caption Generation System", Computational Linguistics, Special issue on Natural Language Generation. Vol. 24, issue 3, 431-467, 1998. [pdf] |
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Bruce G. Buchanan, Giuseppe Carenini, Vibhu O. Mittal, Johanna Moore. "Designing Computer-Based Frameworks that Facilitate Doctor-Patient Collaboration", Artificial Intelligence in Medicine, Special issue on collaboration. Vol. 12, issue 2, 171-193, 1998. [pdf] |
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Kerpedjiev, S., Carenini, G., Roth, S. and Moore, J. "Autobrief: A Multimedia Presentation System for Assisting Data Analysis", Computer Standards and Interfaces. 18, 583-593, 1997. [pdf] |
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Bruce G. Buchanan, Johanna Moore, Diana Forsythe, Giuseppe Carenini, Gordon Banks and Stellan Ohlsson,. "An intelligent interactive system for delivering individualized information to patients", Artificial Intelligence in Medicine, Vol. 7, issue 2, 117-154, 1995. [pdf] |
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Carenini G., Pianesi, F., Ponzi M., Stock O., Natural Language Generation and Hypertext Access. Applied Artificial Intelligence Vol. 7, n.2, Hemisphere Publishing Co. Washington. 1993. [pdf N/A] |
| Shafiq Joty, Giuseppe Carenini, Chin-Yew Lin. Unsupervised Modeling of Dialog Acts in Asynchronous Conversations. In Proceedings of the twenty second International Joint Conference on Artificial Intelligence (IJCAI) 2011. Barcelona, Spain. [pdf] |
| Shafiq Joty, Giuseppe Carenini, Gabriel Murray and Raymond Ng. Supervised Topic Segmentation of Email Conversations. In Fifth International AAAI Conference on Weblogs and Social Media (ICWSM) 2011, Barcelona, Spain, AAAI. (short paper) [pdf] |
| Nicholas FitzGerald, Giuseppe Carenini, Gabriel Murray and Shafiq Joty. Exploiting Conversational Features to Detect High-Quality Blog Comments. In Proceedings of the Canadian Conference on Artificial Intelligence (CAI) 2011. St. Johns, Newfoundland. (short paper) [pdf] |
| Joty S., Carenini G., Murray G. and Ng R.. Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails. In Proc. of the Conference on Empirical Methods in NLP (EMNLP 2010), MIT, Massachusetts, USA, Oct. 2010 . [pdf] |
| Murray G. and Carenini G., The Impact of ASR on Abstractive vs. Extractive Meeting Summaries, 11th Annual Conference of the International Speech Communication Association, Makuari, Japan, 2010 (Interspeech 2010) |
| Murray G., Carenini G., Ng R., Generating Abstracts of Meeting Conversations: A User Study. International Conference on Natural Language Generation, (INLG 2010), 2010 [pdf] |
| Murray G. , Carenini G., Ng R., Interpretation and Transformation for Abstracting Conversations. The 11th Annual Conf. of the North American Chpt. of the Association for Comp. Linguistics (NAACL-10), Los Angeles, USA, June 1–6, 2010. [pdf] |
| Murray G. and Carenini G., Detecting Subjectivity in Multiparty Speech, 10th Annual Conference of the International Speech Communication Association, Brighton, UK, 2009 (Interspeech 2009) [pdf] |
| Murray G. and Carenini G., Predicting Subjectivity in Multimodal Conversations. Empirical Methods in NLP (EMNLP 2009), Singapore, 2009. [pdf] |
| Jan Ulrich, Giuseppe Carenini, Gabriel Murray, Raymond Ng. Regression-Based Summarization of Email Conversations. 3rd Int'l AAAI Conference on Weblogs and Social Media (ICWSM-09), San Jose, CA. (short paper) [pdf] |
| Carenini G. and Rizoli L., A Multimedia Interface for Facilitating Comparisons of Opinions. . In: Proceedings of the 13th International Conference on Intelligent User Interfaces, (IUI 2009), Sanibel Island, Sydney, Florida, USA, 2009 [pdf] |
| Murray G., Joty S., Carenini G., Ng R., The University of British Columbia at TAC 2008. Proceedings of the First Text Analysis Conference (TAC-08). Summarization (Update Task) and (Opinion Pilot), National Institute of Standards and Technology (NIST) Gaithersburg, ML, USA, Nov. 17-19, 2008 [pdf] |
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Murray G. and Carenini G., Summarizing Spoken and Written Conversations. Empirical Methods in NLP (EMNLP 2008), Waikiki, Hawaii, 2008. [pdf] |
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Carenini G, Cheung J., Extractive vs. NLG-based Abstractive Summarization of Evaluative Text: The Effect of Corpus Controversiality. International Conference on Natural Language Generation. (INLG 2008), Salt Fork, Ohio, USA, June 12-14, 2008 [pdf] |
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Carenini G, Ng R., Zhou X., Summarizing Emails with Conversational Cohesion and Subjectivity, The 46th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies (ACL-HLT 2008), Columbus, Ohio, USA, 2008 [pdf] |
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Bautista J., Carenini G., An Empirical Evaluation of Interactive Visualization Techniques for Preferential Choice. In: Proceedings of the International Working Conference on Advanced Visual Interfaces, (AVI08), Naples, Italy, 2008 [pdf] |
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Carenini G, Ng R., Zhou X.,
Summarizing
Email Conversations with Clue Words, The
16th International World Wide Web Conference (WWW 2007), |
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J. Bautista, Carenini G., An Integrated TaskBased Framework for the Design and Evaluation of Visualizations to Support Preferential Choice. Proceedings of Advanced Visual Interfaces (AVI 2006)- Venice, Italy, May 25-28, 2006 [pdf] |
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Carenini G., Ng R., Pauls A. MultiDocument Summarization of Evaluative Text, Proceedings of the 11th European Chapter of the Association for Computational Linguistics (EACL 2006), Trento, Italy, April, 2006. [pdf] |
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Carenini G., Ng R., Pauls A. Interactive Multimedia Summaries of Evaluative Text, Proceedings of the 10th International Conference on Intelligent User Interfaces (IUI 2006), Sydney, Australia, Gen29-Feb1, 2006. [pdf] |
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Carenini G., Ng R., Zwart E., Extracting Knowledge from Evaluative Text, Third International Conference on Knowledge Capture (KCAP 2005). Banff, Canada. October 2-5, 2005. [pdf] |
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Carenini G, Ng R., Zhou X., Scalable Discovery of Hidden Emails from Large Folders, The Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), Chicago, IL, USA, Aug. 21-24, 2005. [pdf] |
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Amershi S., Arksey N., Carenini G., Conati C., Mackworth A., Maclaren H., Poole D. Designing CIspace: pedagogy and usability in a learning environment for AI. (ITiCSE 2005), 10th Annual Conference on Information and Technology in Computer Science Education, Monte de Caparica, Portugal, June 27-29, 2005. [pdf] |
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Carenini G., Ng R., Zhou X., Zwart E., Discovery and Regeneration of Hidden Emails, ACM Symposium on Applied Computing: Data Mining Track (SAC 2005), Santa Fe, New Mexico, 13-17 March, 2005 [pdf] |
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Carenini G. Sharma R., Exploring more Realistic Measures for Collaborative Filtering, Proceedings of the 19th National Conference on Artificial Intelligence (AAAI 2004), San Jose, CA, USA, 2004 [pdf] |
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Carenini G. Lloyd J., ValueCharts: Analyzing Linear Models Expressing Preferences and Evaluations. AVI 2004 - Proceedings of Advanced Visual Interfaces (AVI 2004)- Gallipoli, Italy, May 25-28, 2004 [pdf] |
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Carenini G. Smith J., Poole D., Towards more Conversational and Truly Collaborative Recommender Systems, Proceedings of the 7th International Conference on Intelligent User Interfaces (IUI 2003), Miami, FL, USA, 2003 [pdf] |
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Carenini G. and Moore D. J., An Empirical Study of the Influence of User Tailoring on Evaluative Argument Effectiveness, Proceedings of the 17th International Joint Conference on Artificial Intelligence (IJCAI 2001), Seattle, USA, 2001 [pdf] |
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Conati C. and Carenini G., Generating Tailored Examples to Support Learning via Self-Explanation, Proceedings of the 17th Joint International Conference on Artificial Intelligence (IJCAI 2001), Seattle, USA, 2001 [pdf ] |
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Carenini G., An Analysis of the Influence of Need for Cognition on Dynamic Queries Usage, (short paper) Proceedings of the Conference on Human Factors in Computing Systems (CHI 2001), Seattle, USA, 2001 [pdf] |
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Carenini, G. and Moore, J. An Empirical Study of the Influence of Argument Conciseness on Argument Effectiveness , Proceedings of the 38th Annual Meeting of the Association for Computational Linguistics (ACL-00) , Hong Kong, China, 2000.[pdf ] |
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Carenini, G. and Moore, J. A Strategy for Generating Evaluative Arguments, Proceedings of the 1st International Conference on Natural Language Generation(INLG-00), Mitzpe Ramon, Israel, 2000.[doc ] [pdf] |
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Carenini, G. A Task-based Framework to Evaluate Evaluative Arguments, Proceedings of the 1st International Conference on Natural Language Generation(INLG-00), Mitzpe Ramon, Israel, 2000.[doc ][pdf] |
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Carenini, G. and Moore, J. Tailoring Evaluative Arguments to User's Preferences , (short paper) Proceedings of the 7-th International Conference on User Modeling (UM-99), Banff, Canada, 1999. |
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Kerpedjiev S., Carenini G., Green N., Moore J. and Roth S. "Saying it in Graphics: from intentions to visualizations", Proceedings of the IEEE Symposium on Information Visualization (InfoVis '98), Research Triangle Park, NC, October, 1998. [pdf] |
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Carenini G., Moore J., Multimedia Explanations in IDEA Decision Support Systems. Working Notes of AAAI Spring Symposium on Interactive and Mixed-Initiative Decision Theoretic Systems. (AAAI Symp '98) Stanford, California (USA), 1998. |
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Green, Nancy and Stephan Kerpedjiev and Steven F. Roth (CMU)Giuseppe Carenini and Johanna Moore (Pitt). Media-independent Communicative Actions in Integrated Text and Graphics Generation. Working Notes of AAAI Fall Symposium on Communicative Action in Humans and Machines. (AAAI Symp '97) 1997. |
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Kerpedjiev, S., Carenini,G., Roth,S. and Moore, J. Integrating Planning and Task-based Design for Multimedia Presentation, Proceedings of the 3rd International Conference on Intelligent User Interfaces (IUI'97) ,Orlando, FL. January, 1997. |
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Vibhu O. Mittal, Steven Roth, Johanna D. Moore, Joe Mattis and Giuseppe Carenini, Generating Explanatory Captions for Information Graphics, Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence (IJCAI '95), Montreal, Canada. 1995. |
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Giuseppe Carenini, Stefano Monti and Gordon Banks An information-based Bayesian approach to History Taking , Proceedings of the Fifth Conference on Artificial Intelligence in MedicineEurope (AIME '95) , Lecture Notes In Artificial Intelligence, Springer-Verlag, editors P. Barahona and M. Stefanelli and J. Wyatt", pag. 129-138, Pavia, Italy. 1995. |
| Carenini G., Mittal V., Moore J., Generating Patient Specific Explanations in Migraine Proceedings of 4th International Conference on User Modeling (UM '94), Hyannis, Cape Cod, Massachusetts U.S.A. (short paper) |
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Carenini G., Mittal V., Moore J., Generating Patient Specific Interactive Explanations Proceedings of 18th Symposium on Computer Applications in Medical Care (SCAMC '94), McGraw-Hill Inc.,1994. |
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Carenini G., Moore J., Using the UMLS Semantic Network as a Basis for Constructing a Terminological Knowledge Base: A Preliminary Report. Proceedings of 17th Symposium on Computer Applications in Medical Care (SCAMC '93), McGraw-Hill Inc., 1993. |
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Carenini G., Lavelli A., Ponzi M., Natural Limits of Artificial Realities. Proceedings of the 2th International Conference on Cyberspace. Santa Cruz, California (USA), 1991. |
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Carenini G., Ponzi M., Stock O., Combining Natural Language and Hypermedia as New Means for Information Access. Proceedings of the 5th European Conference of Cognitive Ergonomic (ECCE '90), Urbino, Italy, September 1990. |
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Bignoli C., Carenini G., Il Modulo Linguistico di CHAOS. (The Linguistic Module of CHAOS) AICA Annual Conference Proceedings, Trieste, Italy, October 1989. [pdf N/A] |
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A. Bunt, G. Carenini, C. Conati. Adaptive Presentation for the Web. In: Brusilovsky, P., Kobsa, A., Nejdl, W. (eds.): The Adaptive Web: Methods and Strategies of Web Personalization, Lecture Notes in Computer Science, Vol 4321, Springer-Verlag, (2007) [pdf] |
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G. Carenini and C. Conati. Generating Tailored Worked-out Problem Solutions to Help Students Learn from Examples, in Multimodal Intelligent Information Presentation, Series : Text, Speech and Language Technology , Vol. 27, Oliviero Stock and Massimo Zancanaro eds, Kluwer Academic Publishers. 2005. [pdf] |
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O. Stock and G. Carenini and F. Cecconi and E. Franconi and A. Lavelli and B. Magnini and F. Pianesi and M. Ponzi and V. Samek-Lodovici and C. Strapparava (1993). AlFresco: Enjoying the combination of Natural Language Processing and Hypermedia for Information Exploration. In Mark T. Maybury, editor, Intelligent Multimedia Interfaces, MIT Press, pp. 197-224, chapter 9. Extended and revised version of a previously published paper at IJCAI-91. 1993. |
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Stock O., Carenini G., Ponzi M., Samek-Ludovici V., Some New Perspective on Information Access and Interface Design. in Carnevale M., Lucertini M., Nicosia S., (eds) Modelling the Innovation. North-Holland, 1990. [pdf N/A] |
| Anna Flag, Mona Haraty, Giuseppe Carenini, and Cristina Conati The Role of Eye Tracking in Adaptive Information Visualization - 2nd Workshop on Eye Gaze in Intelligent Human Machine Interaction, In conjunction with the International Conference on Intelligent User Interfaces (IUI 2011) Stanford University, Palo Alto, California, US 2011 |
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S.
Rashid,
G. Carenini
An Ontology-based
Visual Interface for Browsing and Summarizing Conversations
Visual Interfaces to the Social and Semantic Web (VISSW 2011)
In conjunction with the International Conference on Intelligent User Interfaces (IUI 2011) Stanford University, Palo Alto, California, US 2011 |
| Sandu O., Carenini G., Murray G., Ng R., Adaptation to Summarize Human Conversations ACL-Domain Adaptation in NLP (DANLP-10) workshop, Sweden, July 2010 |
| Sandu O., Carenini G., Murray G., Ng R., Domain Adaptation for Summarization of Conversations, The Pacific Northwest Regional NLP Workshop (NW-NLP), 2010 (extended abstract), Feb 2010 |
| Ali, H., Carenini G., Ng R., Designing a Discourse Parser for the Evaluative Text Genre, The Pacific Northwest Regional NLP Workshop (NW-NLP), 2010 (extended abstract), Feb 2010 |
| Fitzgerald N., Carenini G., Ng R., A Complete Pipeline for Semantic Evaluation Summarization, The Pacific Northwest Regional NLP Workshop (NW-NLP), 2010 (extended abstract), Feb 2010 |
| Carenini G., Murray G., Visual Structured Summaries of Human Conversations. First International Workshop on Intelligent Visual Interfaces for Text Analysis. At IUI ’10, 4 pages, HK, 2010 [pdf] |
| Joty S., Carenini G., Murray G., Ng R., Finding Topics in Emails: Is LDA Enough? - NIPS '09 workshop on Applications for Topic Models: Text and Beyond [pdf] |
| Cheung J., Carenini G, Ng R., Optimization-based Content Selection for Opinion Summarization, ACL-IJCNLP '09 Workshop on Language Generation and Summarisation (UCNLG+Sum): [pdf] |
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Ulrich J., Murray G., Carenini G., A Publicly Available Annotated Corpus for Supervised Email Summarization AAAI08 EMAIL Workshop, Chicago, USA, 2008. [pdf] |
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Knoll B., Kisynski J., Carenini G., Conati C., Mackworth A., Poole D. AIspace: Interactive Tools for Learning Artificial Intelligence. AAAI08, AI Education Colloquium, Chicago, USA, 2008. [pdf] |
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Carenini G. User-Specific Decision-Theoretic Accuracy Metrics for Collaborative Filtering, IUI05-Workshop Beyond Personalization 2005 - A Workshop on the Next Stage of Recommender Systems Research [pdf] |
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Carenini G., Evaluating Evaluative Arguments: Persuasive Effectiveness and its Communicative Appropriateness. Proceedings of the 3rd International workshop on Computational Models of Natural Language Arguments. IJCAI-03 Workshop Acapulco, Mexico, 2003. [pdf] |
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Carenini G. and Poole D., Constructed Preferences and Value-focused Thinking: Implications for AI research on Preference Elicitation. AAAI-02 Workshop on Preferences in AI and CP: symbolic approaches - Edmonton, Canada, 2002. [pdf ] |
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Carenini G., GEA: a Complete, Modular System for Generating Evaluative Arguments. Proceedings of the International workshop on Computational Models of Natural Language Argument San Francisco, California (USA), 2001. [pdf ] |
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Green N., Carenini G., Moore J. Generating Attributive Descriptions for Text and Information Graphics Presentations. 9th International Workshop on Natural Language Generation (IWNLG-98)-1998. [pdf] |
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Green N., Carenini G., Kerpedjiev S., Roth S., Moore J.A Media-independent Content Language for Integrated Text and Graphics Generation. CVIR'98 Content Visualization and Intermedia Representations (ACL-Coling98 workshop) 1998. [pdf ] |
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Stefano Monti and Giuseppe Carenini, Dealing with expert inconsistencies: the sonner the better, IJCAI '95 workshop on "Building Probabilistic networks: Where do the numbers come from?" , Montreal, Canada. 1995. |
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Carenini G., Moore J., Generating Explanation in Context. Proceedings of the International Workshop on Intelligent User Interfaces (IWIUI '93) Orlando, Florida (USA), 1993. |
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Department of CS, University of Milan, TR 38-88, C. Bignoli, G. Carenini, C. Simone CHAOS (Commitment Handling Active Office System): il modulo GLE. "CHAOS: the GLE module" |
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B. Buchanan, J. Moore, D. Forsythe, G. Carenini, and S. Ohlsson. Using medical informatics for explanation in a clinical setting. Technical Report 93-16, Intelligent Systems Laboratory, University of Pittsburgh, 1994. |
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Corpus of Graphical/textual Presentations Autobrief Project - Univ. of Pittsburgh & CMU - 1997 |