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Information Retrieval Systems: A Perspective on Human Computer Interaction

Panagiotis Petratos
2006 Issues in Informing Science and Information Technology  
It is not unusual for system designers and developers to often completely omit from the thought process the human element.  ...  This article offers a new information systems perspective particularly for information retrieval systems with a focus on human computer interaction.  ...  In this study syntheses of bidirectional fuzzy logic and information retrieval methodologies have been developed, analyzed and evaluated by subject matter experts.  ... 
doi:10.28945/911 fatcat:nl4yez6vujcaxf7i32pdf5fsni

Relaxed lightweight assembly retrieval using vector space model

Kai-Mo Hu, Bin Wang, Jun-Hai Yong, Jean-Claude Paul
2013 Computer-Aided Design  
This framework allows users to input any fuzzy queries, is capable of measuring the results quantitatively, and performs well in retrieving assemblies with specified characteristics.  ...  Furthermore, we take the scale-sensitive similarities between parts into the evaluation of matching values, and extend the original VSM to a relaxed matching framework.  ...  Acknowledgements The research was supported by National Basic Research Program of China (2010CB328001), National Science Foundation of China (61003096), and National High-tech R&D Program (2012AA040902  ... 
doi:10.1016/j.cad.2012.10.005 fatcat:hdlmwwaiqba5rdryjp52jeueie

Supporting ranked Boolean similarity queries in MARS

M. Ortega, Y. Rui, K. Chakrabarti, K. Porkaew, S. Mehrotra, T.S. Huang
1998 IEEE Transactions on Knowledge and Data Engineering  
In this paper, we concentrate on the retrieval subsystem of MARS and its support for content-based queries over image databases.  ...  Speci cally, w e discuss the ranking and retrieval algorithms developed in MARS based on the Boolean retrieval model and describe the results of our experiments that demonstrate the e ectiveness of the  ...  The authors wish to thank the anonymous reviewers for their suggestions for improvements. We thank Alex Warshavsky for his help in implementing diverse similarity functions.  ... 
doi:10.1109/69.738357 fatcat:6qc5sfclozcjjb7tmr747qd52y

Personalized Semantic Retrieval and Summarization of Web Based Documents

Salah T., Khaled M., Naveed Arshad
2013 International Journal of Advanced Computer Science and Applications  
The results of the experiment shows that the proposed system, which is based on Semantic Web technology, can improve the accuracy and effectiveness for retrieving relevant Web documents.  ...  In this paper, a semantic personalized information retrieval (IR) system is proposed, oriented to the exploitation of Semantic Web technology and WordNet ontology to support semantic IR capabilities in  ...  Information Retrieving The document retrieval [57] is based on semantic similarity of the query term vector and document vector using equation 5.  ... 
doi:10.14569/ijacsa.2013.040128 fatcat:7x7755lp45ddbf4onqdldlngfu

Special issue: "Web retrieval and mining"

Hsinchun Chen
2003 Decision Support Systems  
Information retrieval for web retrieval and mining Salton [8] , a pioneer in IR since the 1970s, is generally considered to be the father of IR.  ...  His vector space model has become the foundation for representing documents in modern IR systems and web search engines. IR is a field that has gone through several major generations of development.  ...  He serves on the editorial board of Journal of the American Society for Information Science and Technology and Decision Support Systems. Dr.  ... 
doi:10.1016/s0167-9236(02)00104-5 fatcat:iwhuvqy75jgkxacfhb2m4cal34

A hybrid approach to fuzzy name search incorporating language-based and text-based principles

Paul Wu Horng-Jyh, Na Jin-Cheon, Christopher Khoo Soo-Guan
2007 Journal of information science  
This paper first discusses two approaches to name modeling-the natural language processing (NLP) and the information retrieval (IR) models-and proposes a hybrid approach.  ...  The approach demonstrates a critical combination of complementary NLP and IR features that produces more effective fuzzy name matching.  ...  is article proposes a framework for evaluating the quality web-located health information.  ... 
doi:10.1177/0165551506068146 fatcat:buux6canq5c3tnqizd6tif7jfy

Evaluation of Automatic Text Summarizations based on Human Summaries

Farshad Kiyoumarsi
2015 Procedia - Social and Behavioral Sciences  
Our automatic summaries were obtained using Fuzzy method and Vector approach. Using Rouge evaluation system, we compared the manually-produced summaries and the automatically-produced ones.  ...  On the other hand, the comparison between the generated summaries showed that summaries produced by Fuzzy method were much more acceptable and understandable compared to summaries produced by Vector approach  ...  ROUGE-L and ROUGE-W give fuzzy method higher scores than the simple vector texts.  ... 
doi:10.1016/j.sbspro.2015.06.013 fatcat:szn5iwjaibecnbvjfwvwgrzram

Variations on language modeling for information retrieval

Wessel Kraaij
2005 SIGIR Forum  
Variations on Language Modeling for Information Retrieval W. Kraaij -Enschede: Neslia Paniculata. Thesis Enschede -With ref. With summary ISBN 90-75296-09-6  ...  We evaluated the use of fuzzy matching for variant term matching. From a conceptual point of view, the idea to use fuzzy matching for stemming is quite simple.  ...  The studies are preceded by an extensive overview of state-of-the-art IR models and techniques and a study of evaluation methodologies for IR experiments.  ... 
doi:10.1145/1067268.1067291 fatcat:h23lp5aqfvfu5iecwnihfme244

A model of multimedia information retrieval

Carlo Meghini, Fabrizio Sebastiani, Umberto Straccia
2001 Journal of the ACM  
The model is formulated in terms of a fuzzy description logic, which plays a twofold role: (1) it directly models semantic retrieval, and (2) it offers an ideal framework for the integration of the multimedia  ...  The model also provides relevance feedback for both text and image retrieval, integrating known techniques for taking into account user judgments.  ...  Finally, our thanks to Riccardo Marangone, who developed Arianna, and to Antonio Lopreiato, who developed the fuzzy ALCO theorem prover.  ... 
doi:10.1145/502102.502103 fatcat:jodoba3l2vazfivfgynaa7eaci

Fuzzy Semantic Retrieval for Traffic Information Based on Fuzzy Ontology and RDF on the Semantic Web

Jun Zhai, Yan Chen, Yi Yu, Yiduo Liang, Jiatao Jiang
2009 Journal of Software  
information retrieval (IR) field along with the Semantic Web.  ...  To achieve fuzzy semantic retrieval for just strings.  ... 
doi:10.4304/jsw.4.7.758-765 fatcat:v6xu6okkijg67psgoo3ka2yoni

Semantic Arabic Information Retrieval Framework [article]

Eissa M. Alshari
2015 arXiv   pre-print
The continuous increasing in the amount of the published and stored information requires a special Information Retrieval (IR) frameworks to search and get information accurately and speedily.  ...  For instance, the meanings of words and understanding of concepts differ in different communities.  ...  Evaluation of IR model The final goal of IR evaluation is satisfaction human about retrieved documents.  ... 
arXiv:1512.03165v1 fatcat:lqom2ray5fg4poiewuiv4e3pvu

Performing content-based image retrieval using rotated local binary pattern and multiple descriptors

Mehak Nigar Shumaila, Department of Information Technology, Government College University, Faisalabad Pakistan, Mariam Rehman, Maria Anjum, Faria Kanwal, Komal Bashir, Department of Information Technology, Government College University, Faisalabad Pakistan, Computer Science Department, Lahore College for Women University, Lahore Pakistan, Computer Science Department, Lahore College for Women University, Lahore Pakistan, Computer Science Department, Lahore College for Women University, Lahore Pakistan
2022 Mehran University Research Journal of Engineering and Technology  
The proposed technique was evaluated on WANG datasets using MATLAB. WANG consists of one thousand images of flowers, buildings and forest.  ...  Content-based retrieval and querying the indexed collections are required to access visual information.  ...  The research area for viewing, browsing and restoring digital images of a large database is Image Retrieval (IR).  ... 
doi:10.22581/muet1982.2203.14 fatcat:24dsnvqqdbaabocsgh6r6p5dxu

Biologically inspired behaviour design for autonomous robotic fish

Jin-Dong Liu, Huosheng Hu
2006 International Journal of Automation and Computing  
Fuzzy logic control (FLC) is adopted here to design individual behaviours. Simulation and real experiments are presented to show the feasibility and the performance of the designed behaviour layer.  ...  We have developed a hybrid control architecture for our autonomous robotic fish that consists of three layers: cognitive, behaviour and swim pattern.  ...  Acknowledgments The authous would like to thank Ian Dukes, George Francis and Rob Knight at Essex for their contribution toward the project.  ... 
doi:10.1007/s11633-006-0336-x fatcat:pemug5m7szailcwuuhp4nkpgt4

Retrieval of Web Resources Using a Fusion of Ontology-Based and Content-Based Retrieval with the RS Vector Space Model on a Portal for Japanese Universities and Academic Institutes

N. Kando, T. Kanazawa, A. Miyazawa
2006 Proceedings of the 39th Annual Hawaii International Conference on System Sciences (HICSS'06)  
By introducing content-based retrieval using the RS model, in addition to the metadata elements, texts in the metadata description and body text of the resources themselves can be used for retrieval.  ...  We have developed a multifaceted hierarchical controlled vocabulary for better navigation and a new search engine based on fusion of the Relevance-based Superimposition (RS) model (an extension of vector  ...  The large-scale evaluations of IR systems such as TREC, CLEF and NTCIR show that the search effectiveness of fully automatic indexing and retrieval for content-based retrieval using sophisticated IR models  ... 
doi:10.1109/hicss.2006.420 dblp:conf/hicss/KandoKM06 fatcat:ow7oydbalfdgnl7wbiqgqpbotq

Database Mining Using Soft Computing Techniques. An Integrated Neural Network−Fuzzy Logic−Genetic Algorithm Approach

Thomas R. Cundari, Marco Russo
2001 Journal of chemical information and computer sciences  
The SC techniques confirmed and quantified the suspected relationship between the metal-nitrogen bond length and the metal-nitrogensubstituent bond angle for transition metal imidos: increased metal-nitrogen-carbon  ...  The chemical problem chosen for study is relevant to the relationship between various metric parameters in transition metal imido (L n MdNZ, Z ) carbon-based substituent) complexes and the chemical consequences  ...  and A ir is a fuzzy set for the rth rule.  ... 
doi:10.1021/ci0000068 pmid:11277712 fatcat:y7g5aek7abez5of4ozgbhakpoq
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