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Design of SMACA: Synthesis and its analysis through rule vector graph for web based application

International Journal of Intelligent Information and Database Systems 2008年第4期2卷 397-421页

作者： Kundu, Anirban Dutta, Ruma Mukhopadhyay, Debajyoti Web Intelligence and Distributed Computing Research Lab. Techno India Group West Bengal University of Technology EM 4/1 Sector V Salt Lake Calcutta 700091 India

web search engine uses indexing for management of web-pages in a mannered way. web-pages are well distributed within the database of server. Both forward and inverted indexing is employed to tackle web-pages as a part of its functional design. This indexing mechanism helps in retrieving data from the database based on user query. In this paper, an efficient solution to handle the indexing problem is proposed with the introduction of non-linear single cycle multiple attractor cellular automata (SMACA). This paper also reports an analysis on SMACA using rule vector graph (RVG). This work simultaneously shows generation of SMACA by using specific rule sequence. Searching mechanism is done with O(n) complexity. SMACA provides an implicit memory to store the patterns. Search operation to identify the class of a pattern out of several classes boils down to running a cellular automata (CA) for one time step. This demands storage of the CA rule vector (RV) and the seed values. SMACA is based on sound theoretical foundation of CA technology. © 2008, Inderscience Publishers.

关键词： Cellular automata

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Comparative study on Null Boundary and Periodic Boundary 3-neighborhood Multiple Attractor Cellular Automata for classification

Comparative study on Null Boundary and Periodic Boundary 3-n...

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International Conference on Digital Information Management (ICDIM)

作者： Anirban Kundu Alok Ranjan Pal Tanay Sarkar Moutan Banerjee Sutirtha Kr. Guha Debajyoti Mukhopadhyay Netaji Subhash Engineering College West Bengal University of Technology Calcutta India Web Intelligence and Distributed Computing Research Laboratory Calcutta India Maulana Abul Kalam Azad University of Technology Kolkata West Bengal IN

This paper reports a generic analysis on null boundary and periodic boundary 3-neighborhood multiple attractor cellular automata (MACA) for showing the comparative study in classification technique. Cellular automata (CA) is now-a-days an essential tool for researchers in the area of pattern recognition, pattern generation, testing field, fault diagnosis and so on. So, general knowledge on CA up to some extent is a must for researchers in these areas. A CA may be linear or non-linear in behavior. A linear/additive CA employs XOR/XNOR logic, while a non-linear CA employs AND/OR/NOT logic. This paper shows a graph analysis along with state transition behavior of CA cells. A rule vector graph (RVG) is generated from the rule vector (RV) of a CA. Linear time algorithms are reported for generation of RVG. MACA provides an implicit memory to store the patterns. Search operation to identify the class of a pattern out of several classes boils down to running a CA for one time step. This demands storage of RV and seed values. MACA is based on sound theoretical foundation of CA technology. This paper only concentrates on MACA since it is responsible for classifying the various types of patterns.

关键词： Logic Vectors Educational institutions distributed computing Poles and towers Pattern recognition Automatic test pattern generation Test pattern generators Automatic testing Fault diagnosis

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Generation of SMACA and its application in web services

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9th International Conference on Parallel computing Technologies

作者： Kundu, Anirban Dutta, Ruma Mukhopadhyay, Debajyoti W Bengal Uni Technol Technol India Grp Web Intelligence & Distributed Computing Res Lab Kolkata 700091 W Bengal India

ISBN: (纸本)9783540739395

web Search Engine uses forward indexing and inverted indexing as a part of its functional design. This indexing mechanism helps retrieving data from the database based on user query. In this paper, an efficient solution to handle the indexing problem is proposed with the introduction of Nonlinear Single Cycle Multiple Attractor Cellular Automata (SMACA). This work simultaneously shows generation of SMACA by using specific rule sequence. Searching mechanism is done with linear time complexity.

关键词： Cellular automata

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An algorithm for hyper-cube-based ontology construction

An algorithm for hyper-cube-based ontology construction

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10th International Conference on Information Technology, ICIT 2007

作者： Mukhopadhyay, Debajyoti Chakravorty, Sounak Nandy, Sudarshan Web Intelligence and Distributed Computing Research Lab. Techno. India Group West Bengal University of Technology EM 4/1 Salt Lake Sector V Calcutta 700091 India

ISBN: (纸本)0769530680

The web has grown in leaps and bounce in the last decade. The size of the web has become so large that it has become very difficult to find out the necessary information from the web. Search engines help us in our quest of finding the required information on the web. These search engines over the years have also developed themselves in a grand manner. With the advent of ontology based search engine, has only helped the cause. Ontology based search engines are transforming the whole idea of searching into a new league of its own. In this paper we propose a novel approach for proper construction and searching ontology. This proposition of ours will help in the development of a very well organized ontology which in tern will help us in searching the web in a very useful and organized manner. Thus reducing the unwanted search results. © 2007 IEEE.

关键词： Search engines

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A technique for automatic construction of ontology from existing database to facilitate semantic web

A technique for automatic construction of ontology from exis...

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10th International Conference on Information Technology, ICIT 2007

作者： Mukhopadhyay, Debajyoti Banik, Aritra Mukherjee, Sreemoyee Web Intelligence and Distributed Computing Research Lab. Techno. India Group West Bengal University of Technology EM 4/1 Salt Lake Sector V Calcutta 700091 India

ISBN: (纸本)0769530680

In this paper we describe a technique for automatic construction of ontology, a semantic representation of a conceptualization, for any domain, organization or enterprise whose web site is existent with quiet a big mine of information. An user interactive system is developed with the help of which any organization, which has a web site to maintain data, but has no corresponding semantic mark up, can automatically construct the ontology and further use that to model domain knowledge and make use of various Semantic web applications like Semantic web search engine etc. The automated construction of ontology will facilitate further the growth, popularity and usage of the Semantic web and Semantic web technologies as well as serve as a basis for Artificial intelligence reasoning. © 2007 IEEE.

关键词： Ontology

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A new approach to design domain specific ontology based web crawler

A new approach to design domain specific ontology based Web ...

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10th International Conference on Information Technology, ICIT 2007

作者： Mukhopadhyay, Debajyoti Biswas, Arup Sinha, Sukanta Web Intelligence and Distributed Computing Research Lab. Techno. India Group West Bengal University of Technology EM 4/1 Salt Lake Sector V Calcutta 700091 India

ISBN: (纸本)0769530680

A domain specific web search engine is a search engine which replies to domain specific user queries. The crawler in a domain specific search engine must crawl through the domain specific web pages in the World Wide web (WWW). For a crawler it is not an easy task to download the domain specific web pages. Ontology can play a vital role in this context. Our focus will be to identify web pages for a particular domain in WWW. © 2007 IEEE.

关键词： websites

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A new semantic web services to translate HTML pages to RDF

A new semantic Web services to translate HTML pages to RDF

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10th International Conference on Information Technology, ICIT 2007

作者： Mukhopadhyay, Debajyoti Kumar, Rituparna Majumdar, Sourav R. Sinha, Subhobroto Web Intelligence and Distributed Computing Research Lab. Techno. India Group West Bengal University of Technology EM 4/1 Salt Lake Sector V Calcutta 700091 India

ISBN: (纸本)0769530680

An extremely large number of web pages in the Internet contain free texts in natural language that are only read by human beings. To be understood by machines, these pages should be annotated with semantic markups. Manually annotating large number of pages is an arduous work. This has made automatic semantic annotation an urgent challenge. In this paper, we propose machine learning based automatic annotation approach. This approach can be trained for different domains and requires nearly no manual rules. © 2007 IEEE.

关键词： websites

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A Technique for Automatic Construction of Ontology from Existing Database to Facilitate Semantic web

A Technique for Automatic Construction of Ontology from Exis...

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International Conference on Information Technology (ICIT)

作者： Debajyoti Mukhopadhyay Aritra Banik Sreemoyee Mukherjee Web Intelligence & Distributed Computing Research Lab Techno India Group West Bengal University of Technology Calcutta India

In this paper we describe a technique for automatic construction of ontology, a semantic representation of a conceptualization, for any domain, organization or enterprise whose web site is existent with quiet a big mine of information. An user interactive system is developed with the help of which any organization, which has a web site to maintain data, but has no corresponding semantic mark up, can automatically construct the ontology and further use that to model domain knowledge and make use of various semantic web applications like semantic web search engine etc. The automated construction of ontology will facilitate further the growth, popularity and usage of the semantic web and semantic web technologies as well as serve as a basis for artificial intelligence reasoning.

关键词： Ontologies Databases Semantic web Resource description framework OWL web sites Artificial intelligence XML Publishing Information technology

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A New Semantic web Services to Translate HTML Pages to RDF

A New Semantic Web Services to Translate HTML Pages to RDF

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International Conference on Information Technology (ICIT)

作者： Debajyoti Mukhopadhyay Rituparna Kumar Sourav R. Majumdar Subhobroto Sinha Web Intelligence & Distributed Computing Research Lab Techno India Group West Bengal University of Technology Calcutta India

关键词： Semantic web HTML Resource description framework Humans web pages Search engines web sites Ontologies Speech processing Educational institutions

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An Algorithm for Hyper-Cube-Based Ontology Construction

An Algorithm for Hyper-Cube-Based Ontology Construction

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International Conference on Information Technology (ICIT)

作者： Debajyoti Mukhopadhyay Sounak Chakravorty Sudarshan Nandy Web Intelligence & Distributed Computing Research Lab Techno India Group West Bengal University of Technology Calcutta India

关键词： Ontologies Search engines Semantic web Internet HTML Peer to peer computing Information technology distributed computing web sites Resource description framework

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