Finding most probable worlds of probabilistic logic programs

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4772 LNAI, Issue , 2007, Pages 45-59

  Khuller, Samir ^a   Martinez, Vanina ^a   Nau, Dana ^a   Siman, Gerardo ^a   Sliva, Amy ^a   Subrahmanian, V S ^a  

^a UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL EFFICIENCY; HEURISTIC METHODS; LINEAR PROGRAMMING; PROBABILISTIC LOGICS; PROBLEM SOLVING;

MAXIMALLY PROBABLE WORLDS; PROBABILISTIC ATOMS;

LOGIC PROGRAMMING;

EID: 38149004255     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-75410-7_4     Document Type: Conference Paper

References (17)

1. Ng, R.T., Subrahmanian, V.S.: Probabilistic logic programming. Information and Computation 101(2), 150-201 (1992)
2. Hailperin, T.: Probability logic. Notre Dame Journal of Formal Logic 25 (3), 198-212 (1984)
3. Fagin, R., Halpern, J.Y., Megiddo, N.: A logic for reasoning about probabilities. Information and Computation 87(1/2), 78-128 (1990)
4. Nilsson, N.: Probabilistic logic. Artificial Intelligence 28, 71-87 (1986)
5. Ng, R.T., Subrahmanian, V.S.: A semantical framework for supporting subjective and conditional probabilities in deductive databases. In: Furukawa, K. (ed.) Proc. of the 8th Int. Conf. on Logic Programming, pp. 565-580. The MIT Press, Cambridge (1991)
6. Subrahmanian, V., Albanese, M., Martinez, V., Reforgiato, D., Simari, G.I., Sliva, A., Udrea, O., Wilkenfeld, J.: CARA: A Cultural Adversarial Reasoning Architecture. IEEE Intelligent Systems 22(2), 12-16 (2007)
7. Lloyd, J.W.: Foundations of Logic Programming, 2nd edn. Springer, Heidelberg (1987)
8. Wilkenfeld, J., Asal, V., Johnson, C., Pate, A., Michael, M.: The use of violence by ethnopolitical organizations in the middle east. Technical report, National Consortium for the Study of Terrorism and Responses to Terrorism (2007)
9. Ernst, J., Martinez, V., Simari, G.I., Sliva, A.: Mining rules about behaviors of terror groups. In preparation for submission to a conference (2007)
10. Ngo, L., Haddawy, P.: Probabilistic logic programming and bayesian networks. In: Asian Computing Science Conf., pp. 286-300 (1995)
11. Lukasiewicz, T., Kern-Isberner, G.: Probabilistic logic programming under maximum entropy. In: Hunter, A., Parsons, S. (eds.) ECSQARU 1999. LNCS (LNAI), vol. 1638, Springer, Heidelberg (1999)
12. Lakshmanan, L.V.S., Shiri, N.: A parametric approach to deductive databases with uncertainty. IEEE Trans. on Knowledge and Data Engineering 13(4), 554-570 (2001)
13. Dekhtyar, A., Subrahmanian, VS.: Hybrid probabilistic programs. In: Int. Conf. on Logic Programming, pp. 391-405 (1997)
14. van Emden, M.: Quantitative deduction and its fixpoint theory. Journal of Logic Programming 4, 37-53 (1986)
15. Lukasiewicz, T.: Probabilistic logic programming. In: European Conference on Artificial Intelligence, pp. 388-392 (1998)
16. Pillo, A.: Implementation and investigation of probabilistic reasoning in deductive databases. Diploma Thesis, University of Wuerzburg (1998)
17. Seipel, D., Thöne, H.: DISLOG - A system for reasoning in disjunctive deductive databases. In: DAISD 1994, pp. 325-343 (1994)