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User Profiles Modeling in Information Retrieval Systems [chapter]

Václav Snášel, Ajith Abraham, Suhail Owais, Jan Platoš, Pavel Krömer
2010 Emergent Web Intelligence: Advanced Information Retrieval  
It is difficult to find satisfactory information that accurately matches user information needs even if it is present in the database.  ...  Search effectiveness can be seen as the accuracy of matching user information needs against the retrieved information.  ...  Profiles Modeling in Information Retrieval Systems User Profiles Modeling in Information Retrieval Systems User Profiles Modeling in Information Retrieval Systems Available at:  ... 
doi:10.1007/978-1-84996-074-8_7 dblp:series/aikp/SnaselAOPK10 fatcat:qjrxikfynfdujbhlcrxiitn3uu

User modeling in expert man-machine interfaces: a case study in intelligent information retrieval

G. Brajnik, G. Guida, C. Tasso
1990 IEEE Transactions on Systems, Man and Cybernetics  
We therefore turn to user modeling techniques and representations to describe the properties of each user, so that the retrieval will be more accurate.  ...  Besides, user modeling can be used to reduce the search space, make push service easier and improve the user interface.  ...  There are several important issues in user modeling for music information retrieval purpose or even more general multimedia retrieval. 1) How to model the user?  ... 
doi:10.1109/21.47819 fatcat:yc2l6p75rjdctpf2ep47u3is5q

User Modelling for Avoiding Overfitting in Interactive Knowledge Elicitation for Prediction

Pedram Daee, Tomi Peltola, Aki Vehtari, Samuel Kaski
2018 Proceedings of the 2018 Conference on Human Information Interaction&Retrieval - IUI '18  
In human-in-the-loop machine learning, the user provides information beyond that in the training data.  ...  We believe that the key idea of inferring user knowledge with probabilistic user models has general applicability in guarding against overfitting and improving interactive machine learning.  ...  We thank Marta Soare for collaboration and helpful comments in early stage of the project.  ... 
doi:10.1145/3172944.3172989 dblp:conf/iui/DaeePVK18 fatcat:jyvhsunha5bkjolvpsez5jfpk4

Modeling Expertise in Assistive Navigation Interfaces for Blind People

Eshed Ohn-Bar, João Guerreiro, Dragan Ahmetovic, Kris M. Kitani, Chieko Asakawa
2018 Proceedings of the 2018 Conference on Human Information Interaction&Retrieval - IUI '18  
In addition to the exploratory analysis, we take a step towards tailoring the navigation interface to the user's needs by proposing a personalized recurrent neural network-based behavior model for expertise  ...  Evaluating the impact of expertise and route knowledge on task performance can guide the design of intelligent and adaptive navigation interfaces.  ...  -a deep learning-based system for modeling user expertise that can be used in adaptive user interfaces for identifying expert behavior and contextually assisting the user in real-time.  ... 
doi:10.1145/3172944.3173008 dblp:conf/iui/Ohn-BarGAKA18 fatcat:frvpg24mj5gb7p2fo573r6wdui

An Intelligent Retrieval Platform for Distributional Agriculture Science and Technology Data [chapter]

Xiaorong Yang, Wensheng Wang, Qingtian Zeng, Nengfu Xie
2011 IFIP Advances in Information and Communication Technology  
, the concept extending retrial technology based on agricultural ontology and the personalization retrieval technique based on the user model.  ...  Now, the problem of the digital divide causes serious problems in manipulating the distributed information.  ...  Acknowledgements The work is supported by the Academy of Science and Technology for Development fund project "intelligent search-based Tibet science & technology information resource  ... 
doi:10.1007/978-3-642-18333-1_24 fatcat:yonfnaawbrhkheqaxs4lkx5lxq

Research on Intelligent Retrieval System for agricultural information resources based on ontology

Xiaojing Qin, Hui Zhang, Huaiguo Zheng
2019 Journal of Physics, Conference Series  
On this basis, the paper constructs an intelligent retrieval system of agricultural information resources based on domain ontology, in order to improve the retrieval efficiency of agricultural information  ...  The traditional information retrieval based on keyword matching lacks semantic analysis ability and semantic extension ability, resulting in a large number of missed and false detection of retrieval resources  ...  Figure 1 . 1 Intelligent retrieval model based on agricultural domain ontology An intelligent retrieval model of agricultural information resources based on domain ontology: Figure 2 . 2 Agricultural  ... 
doi:10.1088/1742-6596/1168/2/022041 fatcat:wg5loyeuovd7tpko3loc5ei3uy

An Interactive Intelligent Search Engine Model Research Based on User Information Preference

Dan Meng, Xu Huang
2006 Proceedings of the 9th Joint Conference on Information Sciences (JCIS)  
In this paper, an intelligent interactive search engine model based on user information preference is discussed.  ...  How to provide effective information retrieval results and provide individual user information retrieval service is an important research branch in the web service.  ...  Conclusion In this paper, an interactive intelligent search engine model based on user information preference is given.  ... 
doi:10.2991/jcis.2006.103 dblp:conf/jcis/MengH06 fatcat:oe5rlagqs5e6tmruplkem5vkvu

UML Modeling and System Architecture for Agent Based Information Retrieval

D.Muhammad Noorul Mubarak, Philomina Simon
2015 International Journal of Computer Science & Information Technology (IJCSIT)  
Intelligent Agents can be used for better search and information retrieval in a document collection. The information required by a user is scattered in a large number of databases.  ...  In this paper, the object oriented modeling for agent based information retrieval system is presented.  ...  The use of intelligent agents [4] in information retrieval for efficient search and retrieval techniques.  ... 
doi:10.5121/ijcsit.2015.7604 fatcat:uosik3pxtjedpbf7bprji3oewy

Intelligent Information Retrieval and Recommender System Framework

Sitalakshmi Sitalakshmi
2013 International Journal of Future Computer and Communication  
We propose a framework to combine an intelligent image retrieval and intelligent information retrieval (IIR) along with the user profile learning to develop a recommender system.  ...   Abstract-With huge growth in enterprise data, intelligent information retrieval methods have gained research focus.  ...  It is important to focus attention on the most relevant variables such as user-based information that could be employed for information filtering and intelligent retrieval in data mining of the Web [15  ... 
doi:10.7763/ijfcc.2013.v2.127 fatcat:w3dsnsdmdzhrpmf5z6nnd2vnau

The application of intelligent agents in libraries: a survey

Guoying Liu
2011 Program  
agent-based DL projects, multi-agent architecture for DLs, intelligent agents for distributed heterogeneous information retrieval and agent support to information search process in DLs; and (2) services  ...  technology to meet end users' expectations as well as to improve information services within limited resources in library settings.  ...  Richard Frost at the University Of Windsor School Of Computer Science for his instruction on conducting a literature review and writing a survey in the field of Computer Science.  ... 
doi:10.1108/00330331111107411 fatcat:ml2f3x76qbcdheoiuzhsujf2cy

Application of Ontology Technology in Agricultural Information Retrieval

Jin Cui Kang, Jing Long Gao
2013 Advanced Materials Research  
The results indicate that the application of agricultural ontology technology in the agricultural information retrieval not only achieves the intelligent retrieval of agricultural information, but also  ...  retrieval on the internet, the intelligent searching technology of agricultural information based on ontology is proposed.  ...  Meanwhile the conditions are made to apply agricultural information in data mining, knowledge representation, automatic indexing, information classification, intelligent retrieval, multilingual translation  ... 
doi:10.4028/ fatcat:qsps2e7berdi5fbosci52hjk3y

A Reference Software Model for Intelligent Information Search [chapter]

Ivan L. M. Ricarte, Fernando Gomide
2004 Studies in Fuzziness and Soft Computing  
This chapter provides a tutorial review of the current state of the art in the area of Web search and addresses information retrieval models that induce a reference software model for intelligent search  ...  We discuss the contributions that machine learning, artificial and computational intelligence brought to improve information retrieval models to enhance information search effectiveness, and to develop  ...  . 9 Database components Fig. 10 . 10 Intelligent Web information search and retrieval A Reference Software Model for Intelligent Information Search A Reference Software Model for Intelligent  ... 
doi:10.1007/978-3-540-45218-8_14 fatcat:2m2omr4zazec7fbeohyjdj3igu

Intelligent Information Retrieval System

Bola Abimbola
2022 International Journal of Artificial Intelligence and Machine Learning  
An Intelligent Information Retrieval (IIR) is a machine learning system used by users to retrieve the massive volume of information available through internet.  ...  IIR offers personalization and efficiency in the current internet development allowing users to examine and acquire appropriate information.  ...  Discovering more relevant information requires the use of Intelligent Information Retrieval (IIR) systems.  ... 
doi:10.51483/ijaiml.2.1.2022.71-74 fatcat:ms4f44e4mbhpbdjfo27f6pkxbu

The Design of Intelligence Collection System Based on Internet

Xiaojun Liu
2011 Procedia Engineering  
Based on the features of collection and retrieval of public intelligence, an intelligence collection system using knowledge base and user interest model is developed.  ...  The system can automatically collect intelligence according to authoritative websites or designated websites, create index after information processing including word segmentation, information filter and  ...  Search engine generally draws lessons from such retrieval models in the traditional information search as the index of inverted file, vector space model, probability model and so on.  ... 
doi:10.1016/j.proeng.2011.08.573 fatcat:rq2gwjwemjefjeycy6rakj7aiy

Research on Adaptive Information Retrieval of Educational Resource Library Based on Web Knowledge Discovery

Ning JIANG, Xiao-dong ZHU
2017 DEStech Transactions on Economics Business and Management  
Based on the collaborative thinking of the digital campus information system using two design ideas, embodied in the collaborative matrix model and gear interaction model.  ...  Through these design ideas, you can integrate a variety of applications and information together, so as to achieve a smooth flow between each other and coordinated management.  ...  Design and Implementation of Intelligent Retrieval System In general, the semantic Web-based knowledge retrieval system is more able to meet the user's personalized information needs and provide intelligent  ... 
doi:10.12783/dtem/eced2017/9909 fatcat:iepevmhhnrg4tfalg5hvhnydca
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