Abstract
Nyāya is the philosophy of logic. It discusses classification of world knowledge, methodology of systematic and syllogistic reasoning and inferencing. In addition, vādas, the variety of argumentation style also have been discussed. The idea of identifying reason fallacies (hetvābhāsa) from the proposed arguments in order to qualify the argument to be defective is very promising. These age old traditions of Nyāya finds interesting applications in modern discipline, especially in artificial intelligence. In this paper, we have attempted to throw light on key applications to which Nyāya philosophical traditions could be applied. The main theme of discussion focuses on five intelligent system disciplines: requirements engineering, military robotics, web search, e-learning and bibliometrics.
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References
Agasta Adline, A.L., and G.S. Mahalakshmi. 2011. A novel framework for E-learning content evaluation. In Third international conference on advanced computing (ICoAC), 346–352.
Gautama. 1930. The Nyāya Sūtras. Trans. S.C. Vidyabhusana, ed. Sinha, Nanda Lal. Allahabad: Sacred Book of Hindus.
Mahalakshmi, G.S., and T.V. Geetha. 2006a. A mathematical model for argument procedures based on Indian philosophy. In Proceedings of the international conference on artificial intelligence and applications as part of the 24th IASTED international multi-conference in applied informatics (AI 2006), 311–316.
Mahalakshmi, G.S., and T.V. Geetha. 2006b. Architecture of Indian-logic based procedural argumentation system for knowledge sharing. In Proceedings of the IEEE SMC United Kingdom & Republic of Ireland chapter conference on advances in cybernetic systems (AICS 2006), 160–252.
Mahalakshmi, G.S., and T.V. Geetha. 2007a. Navya-Nyāya approach to defect exploration in argument gaming for knowledge sharing. In The proceedings of the International Conference on Logic, Navya-Nyāya & Applications: A homage to Bimal Krishna Matilal (ICLNNA 2007), 171–182.
Mahalakshmi, G.S., and T.V. Geetha. 2007b. I-KARe – A rational approach to knowledge acquisition and reasoning using Indian logic based knowledge models. In The proceedings of the 3rd Indian international conference on artificial intelligence (IICAI 2007), 1206–1222.
Mahalakshmi, G.S., and T.V. Geetha. 2007c. The logic of reasoning by procedural argumentation for knowledge sharing. In The proceedings of the international conference on computational intelligence and multimedia applications (ICCIMA 2007), 241–255. India: IEEE CS Press.
Mahalakshmi, G.S., and T.V. Geetha. 2008a. Modeling uncertainty in refutation selection: A POMDP based approach. Journal of Uncertain Systems: Special Issue on Advances in Uncertain Theory and its Applications 2(3): 223–240.
Mahalakshmi, G.S., and T.V. Geetha. 2008b. Argument based learning communities: A “tarka” approach. KB Systems: Special Issue on AI in Blended Learning 22(4): 316–323.
Mahalakshmi, G.S., and T.V. Geetha. 2008c. Reasoning and evolution of consistent ontologies using NORM. International Journal of Artificial Intelligence: Special Issue on Theory and Applications of Soft Computing 2(S09): 77–94.
Mahalakshmi, G.S., and T.V. Geetha. 2008d. Gurukulam: Reasoning based learning system using extended description logics. International Journal of Computer Science & Applications 5(1): 14–32.
Mahalakshmi, G.S., and T.V. Geetha. 2008e. An algorithm for knowledge sharing by procedural argument representations based on Indian philosophy. International Journal of Computer, Mathematical Sciences and Applications, IJCMSA 1(3–4): 253–267.
Mahalakshmi, G.S., and T.V. Geetha. 2009a. An Indian logic-based argument representation formalism for knowledge-sharing. The LOGIC Journal of the Interest Group in Pure and Applied Logic 6(2): 177–198.
Mahalakshmi, G.S., and T.V. Geetha. 2009b. Requirements elicitation by defect elimination: An Indian logic perspective. International Journal of Software Science and Computational Intelligence 1(2): 73–90.
Mahalakshmi, G.S., and T.V. Geetha. 2009c. Prediction of counter-arguments using Indian logic. INFOCOMP Journal of Computer Science 8(2): 1–10.
Mahalakshmi, G.S., and T.V. Geetha. 2009d. Formal definitions of reason fallacies to aid defect exploration argument gaming. In Logic and its applications, ed. R. Ramanujam and Sundar Sarukkai, 243–256. Berlin: Springer.
Mahalakshmi, G.S., and T.V. Geetha. 2010. Multi-Robot learning using non-deterministic argument games. International Journal of Autonomous and Adaptive Communication Systems (IJAACS) 3(4): 439–463.
Mahalakshmi, G.S., and S. Sendhilkumar. 2013. Optimizing research progress trajectories with semantic power graphs. In Pattern recognition and machine intelligence, ed. Pradipta Maji, Ashish Ghosh, M. Narasimha Murty, Kuntal Ghosh, and Sankar K. Pal, 708–713. Berlin: Springer.
Mahalakshmi, G.S., T. Kannapiran, R. Santosh Babu, and S. Prabhu. 2009a. Simulation of fire rescue with fire spread using autonomous robot swarms. In Proceedings of 4th Indian international conference on artificial intelligence, IICAI, 616–629. Tumkur: Tumkur University.
Mahalakshmi, G.S., T.V. Geetha, A. Kumar, D. Kumar, and S. Manikandan. 2009b. Gautama – Ontology editor based on Nyāya Logic. In Logic and its applications, ed. R. Ramanujam and Sundar Sarukkai, 232–242. Berlin: Springer.
Rajasekar, S.N., G.S. Mahalakshmi, S. Sendhilkumar, and T.V. Geetha. 2008. Indian logic ontology based automatic query refinement. International Journal of Artificial Intelligence: Special Issue on Theory and Applications to Soft Computing, Indian Society for Development and Environment Research 8(A08): 111–132.
Sathyamurthy, K., T.V. Geetha, and G.S. Mahalakshmi. 2009. Design of teaching – Learning system based on Indian logic. In Proceedings of IADIS international conference on e-learning. Lisbon: IADIS Publications.
Seglen, P.O. 1997. Why the impact factor of journals should not be used for evaluating research. British Medical Journal 314(7079): 498–502.
Sendhilkumar, S., and G.S. Mahalakshmi. 2011. Context based citation retrieval. International Journal of Networking and Virtual Organizations (IJNVO): Special issue on Open source Intelligence and Web Mining 8(1/2): 98–122.
Sendhilkumar, S., S. Dilip Sam, and G.S. Mahalakshmi. 2013a. Refining research citations through context analysis. In Intelligent informatics, ed. Ajith Abraham and Sabu M. Thampi, 65–71. Berlin: Springer.
Sendhilkumar, S., Nachiyar S. Nandhini, and G.S. Mahalakshmi. 2013b. Novelty detection via topic modeling in research articles. In Proceedings of international conference ICCSEA 2013, ed. David C. Wyld, 401–410.
Sendhilkumar, S., E. Elakkiya, and G.S. Mahalakshmi. 2013c. Citation semantic based approaches to identify article quality. In Proceedings of international conference ICCSEA 2013, ed. David C. Wyld, 411–420.
Shaw, J.L. 1996a. Cognition of cognition, Part I. Journal of Indian Philosophy 24(2): 165–207.
Shaw, J.L. 1996b. Cognition of cognition, Part II. Journal of Indian Philosophy 24(3): 231–264.
Shaw, J.L. 2002. Causality: Sāṃkhya, Bauddha, and Nyāya. Journal of Indian Philosophy 30(3): 213–270.
Shaw, J.L. 2012. The Nyāya on inference and fallacies. In Studies in logic: A dialogue between the east and the west, ed. Mihir K. Chakraborty, Madhabendra Nath Mitra, and Sundar Sarukkai. New Delhi: Munshiram Manoharlal Publishers.
Suganya, V., and G.S. Mahalakshmi. 2008. A trust based approach to clustering and communication in military robots. In Proceedings of intelligence systems and networks, 130–135.
Suganya, V., G.S. Mahalakshmi, and T.V. Geetha. 2008. Generating conceptual definitions from Indian logic based argumentation. 9th Conference on Computing – CORE 2008, Special Issue Journal: Research in Computing Science, Mexico 34: 141–152.
Teufel, Simone, Advaith Siddharthan, and Dan Tidhar. 2006. Automatic classification of citation function. In Proceedings of the 2006 conference on empirical methods in natural language processing, 103–110.
Virupakshananda, Swami. 1994. Tarka Saṁgraha. Madras: Sri Ramakrishna Math.
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Mahalakshmi, G.S. (2016). Application of Nyāya to Intelligent Systems. In: Bilimoria, P., Hemmingsen, M. (eds) Comparative Philosophy and J.L. Shaw. Sophia Studies in Cross-cultural Philosophy of Traditions and Cultures, vol 13. Springer, Cham. https://doi.org/10.1007/978-3-319-17873-8_15
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DOI: https://doi.org/10.1007/978-3-319-17873-8_15
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