Abstract
In dynamic applications characterised by a variety of alternative services with the same functionality but heterogeneous results, agents requesting services must find an efficient way to select a service provider from alternatives. In this context, this paper proposes an evaluation method to analyse the outcome of dynamic service, in order to provide a guide for agents in future decision-making over alternative interaction partners. We consider the application of the evaluation method to the bioinformatics domain and present empirical results that support the need for dynamic evaluation of services in that domain.
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
Campbell, A.M., Heyer, L.J.: Discovering Genomics, Proteomics, and Bioinformatics. Benjamin Cummings, San Francisco (2002)
Bryson, K., Luck, M., Joy, M., Jones, D.T.: Applying agents to bioinformatics in geneweaver. In: Klusch, M., Kerschberg, L. (eds.) CIA 2000. LNCS (LNAI), vol.Ā 1860, pp. 60ā71. Springer, Heidelberg (2000)
Decker, K., Zheng, X., Schmidt, C.: A multi-agent system for automated genetic annotation. In: Fifth International Conference on Autonomous Agents, Montreal, pp. 433ā440 (2001)
Edwards, W., Newman, J.R.: Multiattribute evaluation. In: Sullivan, J.L., Niemi, R.G. (eds.) Quantitative Applications in the Social Sciences, vol.Ā 26, pp. 7ā94. Sage, Thousand Oaks (1982)
Russel, S., Norvig, P.: Intelligent Agents. In: Artificial Intelligence: A Modern Approach, pp. 31ā50. Prentice Hall, New Jersey (1995)
Yoon, K.P., Hwang, C.: Multiple attribute decision making: An introduction. In: Lewis-Beck, M.S. (ed.) Quantitative Applications in the Social Sciences, vol.Ā 104, pp. 1ā75. Sage, Thousand Oaks (1995)
Caverlee, J., Liu, L., Rocco, D.: Discovering and ranking web services with BASIL: a personalized approach with biased focus. In: International Conference on Service-oriented Computing, pp. 153ā162. ACM Press, New York (2004)
Casati, F., Castellanos, M., Dayal, U., Shan, M.: Probabilistic, context-sensitive, and goal-oriented service selection. In: Second International Conference On Service Oriented Computing, New York, USA, pp. 316ā321 (2004)
Chakraborty, D., Jaiswal, S.K., Misra, A., Nanavati, A.A.: Middleware architecture for evaluation and selection of 3rd party web services for service providers. In: IEEE International Conference on Web Services. IEEE Press, Los Alamitos (2005)
Day, J., Deters, R.: Selecting the best web service. In: Conference of the Centre for Advanced Studies on Collaborative research, Ontario, Canada, pp. 293ā307. IBM Press (2004)
Kapp, E.A., Schtz, F., Connolly, L.M., et al.: An evaluation, comparison, and accurate benchmarking of several publicly available ms/ms search algorithms: Sensitivity and specificity analysis. ProteomicsĀ 5(13), 3475ā3490 (2005)
Dhyani, D., Wee, K., Showmick, S.S.: A survey of web metrics. ACM Computing SurveysĀ 34(4), 469ā503 (2002)
Lee, K., Jeon, J., Lee, W., Jeong, S., Park, S.: Qos for web services: Requirements and possible approaches. Working group note, W3C (2003)
Perkins, D.N., Pappin, D.J.C., Creasy, D.M., Cottrell, J.S.: Probability-based protein identification by searching sequence databases using mass spectrometry data. ElectrophoresisĀ 20(18), 3551ā3567 (1999)
Craig, R., Beavis, R.C.: A method for reducing the time required to match protein sequences with tandem mass spectra. Rapid communications in mass spectrometryĀ 17, 2310ā2316 (2003)
Geer, L.Y., Markey, S.P., Kowalak, J.A., et al.: Open mass spectrometry search algorithm. Proteomics ResearchĀ 3, 958ā964 (2004)
Boutilier, K., Ross, M., Podtelejnikov, A.V., Orsi, C., Taylor, R., Taylor, P., Figeys, D.: Comparison of different search engines using validated ms/ms test datasets. Analytica Chimica ActaĀ 534, 11ā20 (2005)
Chamrad, D.C., Korting, G., Stuhler, K., Meyer, H.E., Klose, J., Bluggel, M.: Evaluation of algorithms for protein identification from sequence databases using mass spectrometry data. ProteomicsĀ 4(3), 619ā628 (2004)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
Ā© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Rodrigues, M.R., Luck, M. (2006). Evaluating Dynamic Services in Bioinformatics. In: Klusch, M., Rovatsos, M., Payne, T.R. (eds) Cooperative Information Agents X. CIA 2006. Lecture Notes in Computer Science(), vol 4149. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11839354_14
Download citation
DOI: https://doi.org/10.1007/11839354_14
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-38569-1
Online ISBN: 978-3-540-38570-7
eBook Packages: Computer ScienceComputer Science (R0)