Abstract
In this day and age of information overload, it becomes difficult to filter information that is relevant to our needs. World Wide Web is the largest database of information available to us. It stores information using the hypertext paradigm, i.e., interlinking web pages through hyperlinks, which users can click on to access related information. An agent acting on behalf of humans, can make the task of sifting through information to find what we need easier for us. This paper focuses on the application of intelligent agents in the field of web browsing and searching, mostly web spidering, indexing, and retrieval of information most relevant to us, based on keywords, from the vast database of knowledge available.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Lalmas, M., van Rijsbergen, K.: A logical model of information retrieval based on situation theory. In: 14th Information Retrieval Colloquium. Springer, London (1993)
Koller, D., Sahami, M.: Hierarchically classifying documents using very few words. Stanford InfoLab (1997)
Anonymous.: The age of the intelligent agent. Insur. Syst. Bull. 9(10), 4–5 (1994)
Mansour, K., Hattab, E., Abuelrub, E:. Intelligent Agents Review. In: iiWAS. (2004)
Kolodner, J.: Case-Based Reasoning (Morgan Kaufmann Series in Representation and Reasoning). Morgan Kauffmann (1993)
Lenz, M., Hübner, A., Kunze, M.: Question answering with textual CBR. In: International Conference on Flexible Query Answering Systems. Springer, Berlin, Heidelberg (1998)
Russell, S., Norvig, P.: Artificial Intelligence. A modern approach. Artificial Intelligence. Prentice-Hall, Englewood Cliffs 25.27: 79–80 (1995)
UMBC AgentNews Web Letter, Agents on the net, vol. 1, No. 17, December, 1996
Lieberman, H.: Letizia: An agent that assists web browsing. IJCAI (1) 924–929 (1995)
Jaczynski, M., Trousse, B.: Broadway: a world wide web browsing advisor reusing past navigations from a group of users. In: Proceedings of the Third UK Case-Based Reasoning Workshop (UKCBR3) (1997)
Aiken, M., Govindarajulu, C.: Knowledge-based information retrieval for group decision support systems. J. Database Manag. 5(1), 1–35 (1994)
Beheshti, J. Browsing through public access catalogs. Inf. Technol. Libr. 11(3), 220–228 (1992)
Jansen, J.: Using an intelligent agent to enhance search engineer performance. Online 2(3) (1997)
Burke, R., Hammond, K., Kozlovsky, J.: Knowledge-based information retrieval from semi-structured text. Working Notes from AAAI Fall Symposium on AI Applications in Knowledge Navigation and Retrieval (1995)
Goldberg, D., Nichols, D., Oki, B.M., Terry, D.: Using collaborative filtering to weave an information tapestry. Commun. ACM 35(12), 61–70 (1992)
Godoy, D., Analía, A.: Personal Searcher: an intelligent agent for searching web pages. In: Advances in Artificial Intelligence, pp. 43–52. Springer, Berlin, Heidelberg (2000)
Pazzani, M., Billsus, D.: Learning and revising user profiles: the identification of interesting web sites. Mach. Learn. 27(3), 313–331 (1997)
Papadimitriou, D., Koutrika, G., Velegrakis, Y., Mylopoulos, J.: Finding related forum posts through content similarity over intention-based segmentation. Knowl. Data Eng. IEEE Trans. 29(9), 1860–1873 (2017)
Kobayashi, M., Takeda, K.: Information retrieval on the web. ACM Comput. Surv. (CSUR) 32(2), 144–173 (2000)
Lashkari, Y., Metral, M. Maes, P.: Collaborative interface agents. In: Proceedings of AAAI ‘94 Conference, Seattle, Washington, August 1994
Bhute, A.N., Bhute, H.A., Meshram, B.B.: Intelligent web agent for search engines. In: International Conference on Trends and Advances in Computation and Engineering, TRACE (2010)
Joachims, T., Freitag, D., Mitchell, T.: Webwatcher: a tour guide for the world wide web. IJCAI 1 (1997)
Mladenic, D., Browsing Assistant Personal Webwatcher. Machine learning used by Personal WebWatcher (1999)
Mladenic, D.: Personal WebWatcher: Implementation and Design, Technical Report IJS-DP-7472, Carnegie Mellon University, Pittsburgh (1996)
Godoy, D., Analía, A.: PersonalSearcher: an intelligent agent for searching web pages. Advanc. Artif. Intell. Springer, Berlin, Heidelberg, pp. 43–52 (2000)
Sebastiani, Fabrizio: Machine learning in automated text categorization. ACM Comput. Surv. (CSUR) 34(1), 1–47 (2002)
Smyth, B., Paul, C.: Surfing the digital wave. In: International Conference on Case-Based Reasoning. Springer, Berlin, Heidelberg (1999)
Schwartz, Candy: Web search engines. J. Am. Soc. Informat. Sci. 49(11), 973–982 (1998)
Acknowledgments
I extend my heartfelt gratitude to my mentor, Ms. Garima Srivastava, Asst. Professor, Dept of Computer Science and Engineering, Amity University, Lucknow for her guidance and kind encouragement. I am thankful to my family and friends without whose support this paper would not have been possible.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Singapore Pte Ltd.
About this paper
Cite this paper
Mitra, U., Srivastava, G. (2020). A Study on Agent-Based Web Searching and Information Retrieval. In: Choudhury, S., Mishra, R., Mishra, R., Kumar, A. (eds) Intelligent Communication, Control and Devices. Advances in Intelligent Systems and Computing, vol 989. Springer, Singapore. https://doi.org/10.1007/978-981-13-8618-3_59
Download citation
DOI: https://doi.org/10.1007/978-981-13-8618-3_59
Published:
Publisher Name: Springer, Singapore
Print ISBN: 978-981-13-8617-6
Online ISBN: 978-981-13-8618-3
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)