Reading List

KNEXT:

- Gordon, J.; Van Durme, B.; and Schubert, L. 2010. Learning from the web: Extracting general world knowledge from noisy text. In WikiAI 2010.

- Gordon, J. and Schubert, L. 2010.Quantificational Sharpening of Commonsense Knowledge. In CSK 2010.

KnowItAll:

- Etzioni, O.; Cafarella, M.; Downey, D.; Kok, S.; Popescu, A.-M.; Shaked, T.; Soderland, S.;Weld, D.; and Yates, A. 2004. Web-scale information extraction in KnowItAll. In WWW 2004.

- Yates, A., and Etzioni, O. 2009. Unsupervised methods for determining object and relation synonyms on the web. In JAIR, volume 34, 255–296.

- Lin, T.; Mausam; and Etzioni, O. 2010. Identifying functional relations in web text. In EMNLP 2010.

- Lin, T.; Mausam; and Etzioni, O. 2010. Commonsense from the Web: Relation Properties. In CSK 2010.

- Web site: http://abstract.cs.washington.edu/~tlin/leibniz/

NELL:

- Web site: http://rtw.ml.cmu.edu/rtw/

- Carlson, A.; Betteridge, J.; Wang, R.C.; Hruschka Jr., E.R.; and Mitchell, T.M. 2010. Coupled Semi-Supervised Learning for Information Extraction. In Proceedings of the ACM International Conference on Web Search and Data Mining (WSDM), 2010.

Others:

- Huang, J.; Yu, C. 2010. Prioritization of Domain-Specific Web Information Extraction. In AAAI 2010.

- Sil, A.; Huang, F.; Yates, A. 2010. Extracting Action and Event Semantics fromWeb Text. In CSK 2010.

主題：Multilingual ConceptNet

Identify Cultural Difference:

- Hyemin Chung. GlobalMind - Bridging the Gap Between Different Cultures and Languages with Common-sense Computing.MS Thesis. 2006.

- Junia Anacleto, Henry Lieberman, Marie Tsutsumi, Vania Neris, Aparecido Carvalho, Jose Espinosa and Silvia Zem-Mascarenhas. Can Common Sense Uncover Cultural Differences in Computer Applications? IFIP World Computer Conference. 2006.

Language Translation:

- Musa, R.; Scheidegger, M.; Kulas, A. & Anguilet, Y. GloBuddy, a Dynamic Broad Context Phrase Book. Lecture Notes in Computer Science, 2003, 2680, 467-474.

- Chung, J.-w.; Kern, R. & Lieberman, H. Topic Spotting Common Sense Translation Assistant. Conference on Human Factors in Computing Systems (CHI-05). 2005.

- de Medeiros Caseli, H.; Sugiyama, B. A. & Anacleto, J. C. Using common sense to generate culturally contextualized machine translation. Proceedings of the NAACL HLT 2010 Young Investigators Workshop on Computational Approaches to Languages of the Americas. 2010

Mapping:

- Jayant Krishnamurthy, Henry Lieberman. CrossBridge: Finding Analogies using Dimensionality Reduction. 2010 AAAI Fall Symposium on Common Sense Knowledge (FSS10). 2010.

NLP:

- Tyson Roberts, Rafal Rzepka, Kenji Araki. A Japanese Natural Language Toolset Implementation for ConceptNet. 2010 AAAI Fall Symposium on Common Sense Knowledge (FSS10). 2010.

Others:

- S. F. Adafre and M. de Rijke. Finding similar sentences across multiple languages in wikipedia. In Proceedings of the EACL Workshop on New Text. 2006.

主題：Application of Common Sense

General Discussion:

- Lieberman, H. User Interface Goals, AI Opportunities. AI Magazine, 2009, 30, 16-23

- Panton, K.; Matuszek, C.; Lenat, D.; Schneider, D.; Witbrock, M.; Siegel, N. & Shepard, B. Common Sense Reasoning – From Cyc to Intelligent Assistant. Lecture Notes in Computer Science, 2006, 3864, 1-31

- Lieberman, H.; Liu, H.; Singh, P. & Barry, B. Beating Common Sense Into Interactive Applications. AI Magazine, 2004, 25, 63-76

Goal-oriented Applications:

- Smith, D. A. & Lieberman, H. Recognizing and Using Goals in Event Management. ACM Conference on Computer-Human Interaction, 2009

- Lieberman, H. & Espinosa, J. A goal-oriented interface to consumer electronics using planning and commonsense reasoning. Knowledge-Based Systems, 2007, 20, 592 - 606

- Faaborg, A. & Lieberman, H. A Goal-Oriented Web Browser. Conference on Human Factors in Computing Systems (CHI-06), 2006

- Lieberman, H. & Espinosa, J. A Goal-Oriented Interface to Consumer Electronics using Planning and Commonsense Reasoning. Conference on Intelligent User Interfaces, 2005

- Liu, H.; Lieberman, H. & Selker, T. GOOSE: a goal-oriented search engine with commonsense. Adaptive Hypermedia and Adaptive Web-Based Systems, Second International Conference, 2002

- Gervasio, M.; Yeh, E.; and Myers, K. 2011. Learning to ask the right questions to help a learner learn. In Proceedings of the IUI’11.

Storytelling:

- Chi, P.-Y. & Lieberman, H. Raconteur: From Intent to Stories. In Proceeding of the 14th international Conference on intelligent User interfaces, 2010

- Chang, A.; Chi, P.-Y.; Montfort, N.; Breazeal, C. & Lieberman, H. Lessons Learned from Designing Children's Interactive Narratives. Conference of the Electronic Literature Organization (ELO), 2010

- Shen, E.; Lieberman, H. & Davenpor, G. What's Next: Emergent Storytelling in Video Collections. ACM Conference on Computers and Human Interaction, 2009

- Lieberman, H. & Liu, H. Adaptive linking between text and photos using common sense reasoning. Lecture Notes in Computer Science, 2002, 2347, 2-11

- CHI, P.-Y. AND LIEBERMAN, H. Intelligent Assistance for Conversational Storytelling Using Story Patterns. In Proc. of IUI 2011, ACM Press, Palo Alto, CA, USA, 2011.

- M. Lebowitz. Story-telling as planning and learning. Poetics, 1985.

Story Generation:

- Ong, E. A Commonsense Knowledge Base for Generating Children's Stories. 2010 AAAI Fall Symposium on Common Sense Knowledge (FSS10), 2010

- Liu, H. & Singh, P. MAKEBELIEVE: Using Commonsense to Generate Stories. Proceedings of the 20th National Conference on Artificial Intelligence, (AAAI-02), 2002

Sentiment/Opinion Analysis:

- Cambria, E.; Speer, R. & Havasi, C. SenticNet: a Publicly Available Semantic Resource for Opinion Mining. 2010 AAAI Fall Symposium on Common Sense Knowledge (FSS10), 2010

- Liu, H. & Maes, P. What Would They Think? A Computational Model of Attitudes. International Conference on Intelligent User Interfaces (IUI-04), 2004

- Liu, H.; Lieberman, H. & Selker, T. A Model of Textual Affect Sensing using Real-World Knowledge. International Conference on Intelligent User Interfaces (IUI-03), 2003

Event Management:

- Smith, D. A. & Lieberman, H. Recognizing and Using Goals in Event Management. ACM Conference on Computer-Human Interaction, 2009

- Mueller, E. T. A calendar with common sense. Proceedings of the 5th international conference on Intelligent user interfaces, 2000.

Code Search:

- Arnold, K. & Lieberman, H. Embracing Ambiguity. ACM SigSoft Workshop on the Future of Software Engineering Research, 2010

- Arnold, K. & Lieberman, H. Managing Ambiguity in Programming by Finding Unambiguous Examples. ACM Onward Conference, 2010

- Arnold, K. Reusing Code by Reasoning about its Purpose. MIT, 2010

Context Modeling:

- Eagle, N.; Singh, P. & Pentland, A. Common sense conversations: understanding casual conversation using a common sense database. Proceedings of the Artificial Intelligence, Information Access, and Mobile Computing Workshop (IJCAI 2003), 2003

Mobile Application:

- Lieberman, H.; Faaborg, A.; Espinosa, J. & Stocky, T. Common Sense on the Go: Giving Mobile Applications an Understanding of Everyday Life. British Telecom Technology Journal, 2004, 22, 241-252

Input Assistant:

- Havasi, C.; Speer, R. & Pustejovsky, J. Coarse Word-Sense Disambiguation Using Common Sense. 2010 AAAI Fall Symposium on Common Sense Knowledge (FSS10), 2010

- Faaborg, A.; Daher, W.; Lieberman, H. & Espinosa, J. How to Wreck a Nice Beach You Sing Calm Incense. International Conference on Intelligent User Interfaces, 2005

- Stocky, T.; Faaborg, A. & Lieberman, H. A Commonsense Approach to Predictive Text Entry. Conference on Human Factors in Computing Systems (CHI-04), ACM Press, 2004, 1163-1166

- J. Curtis, D. Baxter, and J. Cabral. On the application of the Cyc ontology to word sense disambiguation. In Proceedings of the 19th International Florida Artificial Intelligence Research Society Conference, pages 652–657, 2006.

Education:

- Kim, K.; Picard, R. & Lieberman, H. Common Sense Assistant for Writing Stories that Teach Social Skills. ACM Conference on Computers and Human Interaction (CHI-08), 2008

Others:

- Havasi, C.; Speer, R. & Holmgren, J. Automated Color Selection Using Semantic Knowledge. 2010 AAAI Fall Symposium on Common Sense Knowledge (FSS10), 2010

- Shen, E.; Lieberman, H. & Lam, F. What Am I Gonna Wear: Scenario-Oriented Recommendation. International Conference on Intelligent User Interfaces (IUI-07), 2007

- Lieberman, H. & Kumar, A. Providing Expert Advice by Analogy for On-Line Help. ACM/IEEE Conference on Web Intelligence & Intelligent Agent Technology, 2005

- Liu, H. & Maes, P. The Aesthetiscope: Visualizing Aesthetic Readings of Text in Color Space. Eighteenth International Florida Artificial Intelligence Research Society Conference (FLAIRS-05), 2005

- Gupta, R. & Kochenderfer, M. J. Common sense data acquisition for indoor mobile robots. Proceedings of the 19th national conference on Artifical intelligence, 2004

- Kong, N.; Hanrahan, B.; Weksteen, T.; Convertino, G.; Chi, E. H. VisualWikiCurator: Human and machine intelligence for organizing wiki content. International Conference on Intelligent User Interfaces (IUI2011); 2011 February 13-16; Stanford, CA.

- Ptaszynski, M.; Maciejewski, J.; Dybala, P.; Rzepka, R. & Araki, K. CAO: A Fully Automatic Emoticon Analysis System Based on Theory of Kinesics. IEEE Transactions on Affective Computing, IEEE Computer Society, 2010, 1, 46-59.

主題：Approaches to knowledge base collection

- Yen-Ling Kuo and Jane Yung-jen Hsu. Resource-bounded Crowd-sourcing of Commonsense Knowledge. InProceedings of the Twenty-Second International Joint Conference on Artificial Intelligence (IJCAI-11). July, 2011.

- Lieberman, H., Smith, D. A., and Teeters, A. Common consensus: a web-based game for collecting commonsense goals. In Proceedings of Intelligent User Interfaces (IUI’07) (Hawaii, USA, January 28-31 2007).

- Luis von Ahn, Mihir Kedia and Manuel Blum. 2006. Verbosity: A Game for Collecting Common-Sense Knowledge. ACM Conference on Human Factors Computing Systems, CHI Notes 2006. Pages 75-78.

- Shah, P., Schneider, D., Matuszek, C., Kahlert, R.C., Aldag, B., Baxter, D., Cabral, J., Witbrock, M., Curtis, J. Automated Population of Cyc: Extracting Information about Namedentities from the Web. In Proceedings of the 19th International FLAIRS Conference, pp. 153-158, Melbourne Beach, FL. 2006.

主題：Commonsense Reasoning

- Kenneth D. Forbus, Thomas Hinrichs, Johan de Kleer, Jeffrey Usher. FIRE: Infrastructure for Experience-Based Systems with Common Sense. 2010 AAAI Fall Symposium on Common Sense Knowledge (FSS10), 2010.

- Kenneth Charles Arnold, Henry Lieberman. Cross-Domain Scruffy Inference. 2010 AAAI Fall Symposium on Common Sense Knowledge (FSS10), 2010.

SVN(限本計劃人員下載)：

https://svn.agent.csie.ntu.edu.tw/bib/CommonSense.bib