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3rd International Symposium on Computer, Consumer and Control (IS3C)

作者： Guo, Jin-Yu Hwang, Chipan Chen, Mu-Song Natl Changhua Univ Educ Dept Elect 2 Shih Da Rd Changhua 50074 Taiwan Dayeh Univ Dept Elect 168 Univ Rd Dacun 51591 Changhua Taiwan

ISBN: (纸本)9781509030712

Usually, most of execution time of match-resolve-act reasoning cycle is spent in the matching phase. This issue has prevented the applicability of rule base systems. In this paper, the parallelism of alpha- and beta-networks constructions in rete algorithm have been realized on Graphics Processing Unit (GPU). It is possible to speed up the reasoning time 20 times faster than the current high performance multi-core processors. Furthermore, the parallel realization of rete algorithm with GPU should be helpful on developing intelligent agents or data mining, using rule base systems.

关键词： rete algorithm GPU CUDA Rule Base Forward-Chaining

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Research on Personalized E-Learning Based on Decision Tree and rete algorithm

Research on Personalized E-Learning Based on Decision Tree a...

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International Conference on Computer Systems, Electronics and Control (ICCSEC)

作者： Zhou, TongFei Pan, YuQing Huang, LiRong JiangSu Univ Sch Comp Sci & Commun Engn Zhenjang Peoples R China

ISBN: (纸本)9781538635735

Guidedby the personalized learning theory, artificial intelligence and data mining technology, this essay has put forward an E-learning system that supports personalized study. Firstly, Use the decision tree algorithm to study the classification of learners, and then send the classified learner model to the reasoning network. Lastly, in order to meet the decision support demands of personalized learning environment, this paper has carried out deep research into rete algorithm, and describes its use method in personalized learning environment. The system can intelligently provide the corresponding decision support according to the classified learner model.

关键词： E-Learning Decision tree rete algorithm

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Implementation of rete algorithm Using Course Finder System

Implementation of RETE Algorithm Using Course Finder System

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International Conference on Data Mining and Advanced Computing (SAPIENCE)

作者： Pallavi, M. S. Vaisakh, P. Reshna, N. P. Amrita Vishwa Vidyapeetham Univ Dept Comp Sci Mysuru Campus Mysuru Karnataka India

ISBN: (纸本)9781467385947

The rete algorithm is an efficiently organized pattern matching algorithm for implementing production rule systems, used to determine which of the production rules should fire based on its data store. This paper presents how rete algorithm can be used to improve the efficiency of expert system recommendation. The 'COURSE FINDER' is an expert undergraduate course recommendation system. This system aims to assist undergraduate students who wish to join Amrita School of Arts and Sciences, Mysore. This expert system enables students to select suitable courses based on their skill sets without needing to consult an advisor. This system works on Rule based mechanism and rete algorithm. The result was expected, where most of the undergraduate students who tested the system, were satisfied.

关键词： Expert system rete algorithm Rule based system Inference engine Knowledge Base

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An Improved rete algorithm with Branch Filtration 13th

An Improved Rete Algorithm with Branch Filtration

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13th Global Congress on Manufacturing and Management (GCMM)

作者： Guo, Chao Xiong, Wei Hao, Liyun Equipment Acad Beijing 101416 Peoples R China

Environment state estimation and control action determination is the key step in industrial environment control. In some complex environments, decisive factors may be various, and each has multiple thresholds, a large number of matching operations have to be done by the controller, and it is a problem to do all rule judgments quickly and precisely. First, the problem is analyzed and main steps and characteristics of rete network for estimation of multiple factors are given. Second, the improvement of conventional rete algorithm, beforehand matching, is analyzed, and then, according to the properties of industrial environments, branch filtration, is introduced based on beforehand matching as a new improvement of rete algorithm. Finally some tests are carried out, and by comparing with conventional rete algorithm and the algorithm with beforehand matching, it can be seen that the improved rete algorithm with branch filtration is effective in reducing unnecessary matching operations. (C) 2017 The Authors. Published by Elsevier Ltd.

关键词： rete algorithm branch filtration beforehand matching complex industrial environment

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A Control Method of Ubiquitous Computers Using the rete algorithm in Grid Topology Network 3

A Control Method of Ubiquitous Computers Using the Rete Algo...

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3rd IEEE Global Conference on Consumer Electronics (GCCE)

作者： Kawakami, Tomoya Yoshihisa, Tomoki Tsukamoto, Masahiko Osaka Univ Cybermedia Ctr Osaka Japan Kobe Univ Grad Sch Engn Kobe Hyogo Japan

ISBN: (纸本)9781479951468

In this paper, we propose a control method of ubiquitous computers using the rete algorithm in grid topology network. The proposed method distributes and reduces the loads for processing rules and collecting data based on the rete algorithm. We evaluated the proposed method and confirmed that the proposed method reduces the network traffic as loads.

关键词： data acquisition grid computing knowledge based systems pattern matching ubiquitous computing rete algorithm data collection grid topology network load distribution load reduction network traffic reduction processing rules ubiquitous computers Actuators Educational institutions Network topology Production systems Sensors Topology Ubiquitous computing

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An Improved rete algorithm with Branch Filtration

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Procedia Engineering 2017年 174卷 767-772页

作者： Chao Guo Wei Xiong Liyun Hao Equipment Academy Beijing 101416 China

关键词： rete algorithm branch filtration beforehand matching complex industrial environment

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A Heuristic rete algorithm on Hadoop for Massive and Distributed Reasoning

A Heuristic Rete Algorithm on Hadoop for Massive and Distrib...

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第十二届中国Rough集与软计算学术会议、第六届中国Web智能学术研讨会及第六届中国粒计算学术研讨会联合学术会议

作者： GU Xiao-dong GAO Yang State Key Laboratory for Novel Software Technology Nanjing UniversityNanjing 210093China

Rules and reasoning have been playing a significant role in ***,as the data and logics are becoming increasingly massive and distributed,the traditional reasoning algorithms are of low *** address this problem,we consider immigrating application to its data,that is,adapting business logics from logic-centric to data-centric by analyzing data so as to speed up reasoning.

关键词： Heuristic reasoning Hierarchical rete algorithm Hadoop Massive data reasoning Distributeddata reasoning

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CERES: Conjuring Emergency Relieving Expert System Using M-Health Technology and rete algorithm

CERES: Conjuring Emergency Relieving Expert System Using M-H...

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The 6th International Conference on Computer Research and Development

作者： Christopher R.Arellano Aaron Erice N.Fernando Willmel T.Moreno Matthew Johnry L.Paulino Benilda Eleonor V.Comendador College of Computer and Information Sciences Polytechnic University of the Philippines

The study is a mobile health(M-Health) expert system embedded on Android OS phones as an assistance tool that can support people experiencing physical injuries. It utilizes the rete algorithm which is present on most expert systems. The system covers physical injuries which commonly experienced by athletes and students enrolled in human kinetics. Physical injuries are categorized into head, upper body and lower body parts. From these parts, they are defined by type such as: skin injury, bone injury, muscle injury and body pains. The researchers used descriptive method in the study. After the system was developed, it was evaluated by the two groups of respondents: a) experts and b) students based on the four(4) parameters such as user-friendliness, functionality, usability and appropriateness of advice. According to the data gathered, analyzed and computed, the proponents found out that there is no significant difference between the evaluation made by the students and by the experts on the developed mobile health application. Both groups of respondents recommend the implementation of CERES.

关键词： Android OS phone expert system mobile health(M-Health) rete algorithm

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Using GPU to Shorten the Match Time of Rule Reasoning Based on rete algorithm

Using GPU to Shorten the Match Time of Rule Reasoning Based ...

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International Symposium on Computer, Consumer and Control

作者： Jin-Yu Guo Chipan Hwang Mu-Song Chen Dept. of Electron. Nat. Changhua Univ. of Educ. Changhua Taiwan Dept. of Electr. Da Yeh Univ. Changhua Taiwan

ISBN: (纸本)9781509030729

Usually, most of execution time of match-resolve-act reasoning cycle is spent in the matching phase. This issue has prevented the applicability of rule base systems. In this paper, the parallelism of α- and β-networks constructions in rete algorithm have been realized on Graphics Processing Unit (GPU). It is possible to speed up the reasoning time 20 times faster than the current high performance multi-core processors. Furthermore, the parallel realization of rete algorithm with GPU should be helpful on developing intelligent agents or data mining, using rule base systems.

关键词： rete algorithm GPU CUDA Rule Base Forward-Chaining

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A rete-based algorithm for Rule Selection in P Systems

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INTERNATIONAL JOURNAL OF UNCONVENTIONAL COMPUTING 2013年第5-6期9卷 367-384页

作者： Graciani, Carmen Gutierrez-Naranjo, Miguel A. Perez-Hurtado, Ignacio Riscos-Nunez, Agustin Romero-Jimenez, Alvaro Univ Seville Escuela Tecn Super Ingn Informat Dept Comp Sci & Artificial Intelligence Res Grp Nat Comp E-41012 Seville Spain

The rete algorithm is a well-known pattern matching algorithm conceived to make rule-based production system implementations more efficient. It builds a directed acyclic graph, representing higher-level rule sets, that allows the implementation to avoid checking each step the applicability of all the rules. Instead, only those affected by a change in the collection of facts are checked. In this paper we study how the underlying ideas of this algorithm can be adapted to improve the design of computational simulators within the framework of Membrane Computing.

关键词： rete algorithm P systems membrane computing

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