Abstract
Configuring the webpage content to reflect the user desires is highly demanded in the era of personalization. The problem can be viewed as a preference-based constraint problem including a set of components forming the webpage along with the preferences. Our goal is then to locate each of these components such that the user preferences are maximized. Additionally, constraints might exist between different components of the given page. We investigate the problem of handling the web page content based on user preferences and constraints. Unlike previous attempts, we model the constraint part as an instance of the conditional CSP. This gives further expressive power to handle different relations among components. The preferences are expressed through the well-known CP-Nets graphical model.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Mittal, S., Falkenhainer, B.: Dynamic constraint satisfaction problems. In: AAAI, pp. 25–32 (1990)
Boutilier, C., Brafman, R.I., Domshlak, C., Hoos, H.H., Poole, D.: Cp-nets: A tool for representing and reasoning with conditional ceteris paribus preference statements. J. Artif. Intell. Res (JAIR) 21, 135–191 (2004)
Dechter, R.: Constraint processing. Elsevier Morgan Kaufmann (2003)
Mouhoub, M., Sukpan, A.: Managing conditional and composite csps. In: Canadian Conference on AI, pp. 216–227 (2007)
Gelle, E., Sabin, M.: Solving methods for conditional constraint satisfaction. In: IJCAI 2003, pp. 7–12 (2003)
Brafman, R.I., Friedman, D.A.: Adaptive rich media presentations via preference-based constrained optimization. In: Preferences (2004)
Kuppusamy, K.S., Aghila, G.: Live-marker: A personalized web page content marking tool. CoRR abs/1202.2615 (2012)
Brafman, R.I., Domshlak, C., Shimony, S.E.: Qualitative decision making in adaptive presentation of structured information. ACM Trans. Inf. Syst. 22, 503–539 (2004)
Domshlak, C., Brafman, R.I., Shimony, S.E.: Preference-based configuration of web page content. In: IJCAI, pp. 1451–1456 (2001)
Sabin, M., Freuder, E.C., Wallace, R.J.: Greater efficiency for conditional constraint satisfaction. In: Rossi, F. (ed.) CP 2003. LNCS, vol. 2833, pp. 649–663. Springer, Heidelberg (2003)
Mackworth, A.K.: Consistency in networks of relations. Artificial Intelligence 8, 99–118 (1977)
Alanazi, E., Mouhoub, M.: Arc consistency for CP-nets under constraints. In: FLAIRS (2012)
Mohammed, B., Mouhoub, M., Alanazi, E., Sadaoui, S.: Data mining techniques and preference learning in recommender systems. Computer & Information Science 6 (2013)
Jiang, W., Sadaoui, S.: Evaluating and ranking semantic offers according to users’interests. Journal of Electronic Commerce Research 13 (2012)
Mouhoub, M., Jashmi, B.J.: Heuristic techniques for variable and value ordering in CSPs. In: [23], pp. 457–464
Abbasian, R., Mouhoub, M.: An efficient hierarchical parallel genetic algorithm for graph coloring problem. In: [23], pp. 521–528
Brafman, R.I., Domshlak, C.: Introducing variable importance tradeoffs into CP-nets. In: UAI, pp. 69–76 (2002)
Mouhoub, M., Sukpan, A.: Conditional and composite temporal CSPs. Applied Intelligence 36, 90–107 (2012)
Mouhoub, M., Sukpan, A.: Managing dynamic CSPs with preferences. Applied Intelligence 37, 446–462 (2012)
Mouhoub, M., Sukpan, A.: Managing temporal constraints with preferences. Spatial Cognition & Computation 8, 131–149 (2008)
Mouhoub, M.: Reasoning about Numeric and Symbolic Time Information. In: The Twelfth IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), pp. 164–172. IEEE Computer Society, Vancouver (2000)
Mouhoub, M.: Dynamic path consistency for interval-based temporal reasoning. In: Applied Informatics, pp. 393–398 (2003)
Krasnogor, N., Lanzi, P.L. (eds.): Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Dublin, Ireland, July 12-16. ACM (2011)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Alanazi, E., Mouhoub, M. (2014). Configuring the Webpage Content through Conditional Constraints and Preferences. In: Ali, M., Pan, JS., Chen, SM., Horng, MF. (eds) Modern Advances in Applied Intelligence. IEA/AIE 2014. Lecture Notes in Computer Science(), vol 8482. Springer, Cham. https://doi.org/10.1007/978-3-319-07467-2_46
Download citation
DOI: https://doi.org/10.1007/978-3-319-07467-2_46
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-07466-5
Online ISBN: 978-3-319-07467-2
eBook Packages: Computer ScienceComputer Science (R0)