Improving Human-Computer Interaction by Developing Culture-sensitive Applications based on Common Sense Knowledge

The advent of Web 3.0, claiming for personalization in interactive systems (Lassila & Hendler, 2007), and the need for systems capable of interacting in a more natural way in the future society flooded with computer systems and devices (Harper et al., 2008) show that great advances in HCI should be done. This chapter presents some contributions of LIA for the future of HCI, defending that using common sense knowledge is a possibility for improving HCI, especially because people assign meaning to their messages based on their common sense and, therefore, the use of this knowledge in developing user interfaces can make them more intuitive to the end-user. Moreover, as common sense knowledge varies from group to group of people, it can be used for developing applications capable of giving different feedback for different target groups, as the applications presented along this chapter illustrate, allowing, in this way, interface personalization taking into account cultural issues. For the purpose of using common sense knowledge in the development and design of computer systems, it is necessary to provide an architecture that allows it. This chapter presents LIAs approaches for common sense knowledge acquisition, representation and use, as well as for natural language processing, contributing with those ones who intent to get into this challenging world to get started.

[1]  Ramanathan V. Guha,et al.  Cyc: toward programs with common sense , 1990, CACM.

[2]  H. Lieberman Common Consensus : a web-based game for collecting commonsense goals , 2007 .

[3]  Catherine Havasi,et al.  ConceptNet 3 : a Flexible , Multilingual Semantic Network for Common Sense Knowledge , 2007 .

[4]  Hugo Liu,et al.  ConceptNet — A Practical Commonsense Reasoning Tool-Kit , 2004 .

[5]  E. Yalow On Educational psychology: A cognitive view. , 1979 .

[6]  Henry Lieberman,et al.  Using Common Sense to Recognize Cultural Differences , 2006, IBERAMIA-SBIA.

[7]  G. Reeke Marvin Minsky, The Society of Mind , 1991, Artif. Intell..

[8]  Júnia Coutinho Anacleto Silva,et al.  Supporting Teachers to Plan Culturally Contextualized Learning Activities , 2008, Learning to Live in the Knowledge Society.

[9]  Paulo Freire Pedagogia da autonomia : saberes necessários à pratica educativa , 1996 .

[10]  Júnia Coutinho Anacleto Silva,et al.  Culture Sensitive Educational Games Considering Common Sense Knowledge , 2008, ICEIS.

[11]  Henry Lieberman,et al.  A Common Sense-Based On-Line Assistant for Training Employees , 2007, INTERACT.

[12]  Dedre Gentner,et al.  Structure-Mapping: A Theoretical Framework for Analogy , 1983, Cogn. Sci..

[13]  Marvin Minsky,et al.  Commonsense-based interfaces , 2000, CACM.

[14]  M Kalantzis,et al.  The conditions of learning , 2005 .

[15]  Júnia Coutinho Anacleto Silva,et al.  Machines with good sense: How can computers become capable of sensible reasoning? , 2008, IFIP AI.

[16]  David Baxter,et al.  Knowledge formation and dialogue using the KRAKEN toolset , 2002, AAAI/IAAI.

[17]  Júnia Coutinho Anacleto Silva,et al.  Learning activities on health care supported by common sense knowledge , 2008, SAC '08.

[18]  Manuel Blum,et al.  Verbosity: a game for collecting common-sense facts , 2006, CHI.

[19]  Henry Lieberman,et al.  Can Common Sense uncover cultural differences in computer applications? , 2006, IFIP AI.

[20]  Mari Vallez,et al.  Natural Language Processing in Textual Information Retrieval and Related Topics , 2007 .

[21]  James A. Hendler,et al.  Embracing "Web 3.0" , 2007, IEEE Internet Computing.

[22]  Laura J. Gurak,et al.  An Examination of Trust Production in Computer-Mediated Exchange , 2001 .

[23]  D. Turner Theory of Education , 2004 .

[24]  Henry Lieberman,et al.  Beating Common Sense into Interactive Applications , 2004, AI Mag..

[25]  Aparecido Fabiano Pinatti de Carvalho,et al.  PACO - A Framework for Planning Learning Activities Supported by Computers , 2007 .

[26]  Ronaldo Teixeira Martins,et al.  Curupira: A Functional Parser for Brazilian Portuguese , 2003, PROPOR.

[27]  Douglas B. Lenat,et al.  CYC: a large-scale investment in knowledge infrastructure , 1995, CACM.

[28]  Peter Wagner,et al.  An Interactive Dialogue System for Knowledge Acquisition in Cyc , 2003, IJCAI 2003.

[29]  Júnia Coutinho Anacleto Silva,et al.  Planning Learning Activities Pedagogically Suitable by Using Common Sense Knowledge , 2009, 2009 Mexican International Conference on Computer Science.

[30]  Michael J. Witbrock,et al.  Searching for Common Sense: Populating Cyc™ from the Web , 2005, AAAI.

[31]  Brian Falkenhainer,et al.  The Structure-Mapping Engine: Algorithm and Examples , 1989, Artif. Intell..

[32]  Michael J. Witbrock,et al.  Common Sense Reasoning - From Cyc to Intelligent Assistant , 2006, Ambient Intelligence in Everyday.

[33]  John Sivell,et al.  Education through work : a model for child-centered learning , 1993 .