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COGOM: Cognitive Theory Based Ontology Matching System

Procedia computer science 2016年 85卷 301-308页

作者： K. Saruladha S. Ranjini Pondicherry Engineering College Senior Assistant Professor Department Of Computer Science Pondicherry-605008 Pondicherry Engineering College M.Tech Department Of Computer Science Pondicherry-605008

Ontology matching systems take a prominent position in solving semantic heterogeneity problems to facilitate sharing and reuse of ontologies. The process of generating ontology alignments through ontology matching techniques purely lies on how the concepts and relationships are modeled. This paper focuses on designing an ontology matching system in which concepts are modeled based on cognitive units of knowledge comprising of objects, attributes and relationships. The proposed cognitive based ontology matching system(COGOM) identifies semantically related concepts by aggregating the attribute similarity degree, structural similarity degree and semantic conception degree. The similarity computation is adapted from the Tversky psychological model of similarity. The proposed ontology matching system is adaptive in nature because of the cognitive based knowledge expression and the computational overhead of generating alignments is improved by forming quality clusters of semantically correlating concepts thus reducing the concept match space. The precision and recall metrics are used for evaluation of the proposed system using the benchmark data sets of OAEI 2015.

关键词： Semantic heterogeneity COGOM Tversky Quality clusters Precision Recall

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Integration of internet of things to reduce various losses of jatropha seed supply chain

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IOP Conference Series: Materials science and engineering 2017年第1期211卷

作者： S P Srinivasan J Anitha R Vijayakumar Professor and Head Department of Mechanical Engineering Rajalakshmi Engineering College India Assistant Professor Department of Information Technology Rajalakshmi Engineering College India Assistant Professor Department of Computer Science & Engineering Rajalakshmi Engineering College India

The evolution of bio fuel supply chain has revolutionized the organization by restructuring the practices of the traditional management. A flexible distribution system is becoming the need of our society. The main focus of this paper is to integrate IoT technologies into a cultivation, extraction and management of Jatropha seed. It was noticed that major set-back of farmers due to poor supply chain integration. The various losses like information about the Jatropha seed availability, the location of esterification plants and distribution details are identified through this IoT. This enables the farmers to reorganize the land resources, yield estimation and distribution functions. The wastage and the scarcity of energy can be tackled by using the smart phone technologies. This paper is proposes a conceptual frame work on various losses involved in the supply chain of Jatropha seed.

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An Invisible Logo Watermarking Using Arnold Transform

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Procedia computer science 2016年 93卷 808-815页

作者： N. Saikrishna M.G. Resmipriya PG Scholar Department of Computer Science & EngineeringAmal Jyothi College of Engineering Kanjirapally Kottayam686518 Assistant Professor Department of Computer Science & EngineeringAmal Jyothi College of Engineering Kanjirapally Kottayam686518

Digital watermarking is the process of hiding information into the digital content. The method of embedding a smaller logo image into the host image is called logo watermarking. The system proposes an invisible and secure watermarking. The key entered initially determine the location of embedding and thus classified the host image to white and black textured regions. The logo image is then transformed using Arnold transform. Discrete Wavelet Transform (DWT) technique is employed for embedding the transformed logo into the white textured regions. Watermark extraction is done by entering the same key which was already entered during embedding. The system is secure and the logo is imperceptible within the host image. Finally for analysis, PSNR value has been used as a metric for determining the quality of the recovered image.

关键词： Arnold Transformation Histogram Oriented Gradients(Hog) Discrete Wavelet Transform (DWT)

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Appropriate Channel Selection for Data Transmission in Cognitive Radio Networks

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Procedia computer science 2016年 78卷 838-844页

作者： Minal S. Moon Veena Gulhane ME Student Computer Science & Engineering G.H. Raisoni College of Engineering Nagpur India Assistant Professor Computer Science & Engineering G.H. Raisoni College of Engineering Nagpur India

Cognitive radio is a wireless technology that provides solution to meet scarcity of radio spectrum. Here primary channel sensing and selection of appropriate vacant channel for communication by secondary users are two important tasks. In this paper various primary channel selection techniques has been studied. This paper also presents an idea to design a contention based channel selection algorithm using a structure called Preferable Channel List (PCL) where receiver plays a dominating role in channel selection process. The algorithm will avoid collision and perform RTS-CTS contention for data transmission.

关键词： Cognitive Radio MAC PCL CTS RTS

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Software Quality Prediction Model with the Aid of Advanced Neural Network with HCS

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Procedia computer science 2016年 92卷 418-424页

作者： Kavita Sheoran Pradeep Tomar Rajesh Mishra Reader Department of Computer Science MSIT Delhi Assistant Professor in Department of Computer Science and Engineering School of Information and Communication Technology Gautam Bhudda University Greater Noida Assistant Professor School of ICT Gautam Buddha University Greater Noida Uttar Pardesh

Software quality is regarded as the highly important factors for assessing the global competitive position of any software product. To assure quality, and to assess the reliability of software products, many software quality prediction models have been proposed in the past decades. In this proposed method we have utilized a hybrid method for quality prediction. The prediction is done with the help of the Advanced Neural network which is incorporated with Hybrid Cuckoo search (HCS) optimization algorithm for better prediction accuracy. The application software is first subjected to test case generation and once the test cases are generated they are applied to advanced neural network for the prediction of quality. The neural network is improved by utilizing HCS which optimizes the weight factor for improving the prediction. The quality metrics like maintainability and reliability are estimated for predicting the software quality and the results are compared with other existing techniques to verify the effectiveness of our proposed method.

关键词： Software quality prediction Cuckoo search algorithm Neural Network Optimization Test cases

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Wireless Sensor Network Topology Control Sing Clustering

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Procedia computer science 2016年 79卷 893-902页

作者： K. Hari Krishna Y. Suresh Babu Tapas Kumar Ph.D -Research Scholar- Lingaya's university & Assistant Professor Department Of Computer Science & Engineering Bharat Institute of Engineering and Technology Professor P.G Dept of Computer Science JKC College Guntur Professor & Dean & H.O.D Department Of Computer Science & Engineering Lingaya's University Faridabad

A wireless sensor network consists of many wireless nodes forming a network which are used to monitor certain physical or environmental conditions, such as humidity, temperature, sound etc. Some of the popular applications of sensor network are area monitoring, environment monitoring (such as pollution monitoring), and industrial and machine health monitoring, waste water monitoring and military surveillance. Topology control in WSNs is a technique of defining the connections between nodes in order to reduce the interference between them, save energy and extend network lifetime. The Objective of my paper is to Maximize the network lifetime. The algorithm proposed is a modification to the CLTC framework first we form clusters of nodes using K-Means, in second phase we do intra-cluster topology control using Relative Neighbourhood Graph, and in third phase we do inter-cluster topology control ensuring connectivity. The simulations were carried out using Omnet++ as a simulator and Node Power Depletion and Node Lifetime as parameters.

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A Generic Algorithm to Improve the Performance of Wireless Sensor Network Protocol

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Procedia computer science 2016年 85卷 475-482页

作者： Konda. Hari Krishna Y. Suresh Babu Tapas Kumar Ph.D -Research Scholar- Lingaya's university & Assistant Professor Department of Computer Science & Engineering Bharat Institute of Engineering and Technology Professor P.G Dept of Computer Science JKC College Guntur Professor & Dean & H.O.D Department of Computer Science & Engineering Lingaya's University Faridabad

A multi-hop wire-less network is composed of large number of nodes and consecutive links between them so that when a packet is transmitted from one node to another it goes through several path. Wireless sensor network normally consists of large number of distributed nodes that organizes them into a multi-hop wireless network. In wireless sensor network one of the main problems is related to energy issue because every node is operated by battery. To have large network life time all nodes need to minimize their energy consumption. Node is composed of small battery so that the energy associated with this node is very less. So replacing and refilling of battery is not possible which is very costly. Hence some techniques are applied through which the energy associated with each node can be conserved. Energy conservation can be done by controlling the transmission power of each node. In this thesis we have tried to implement a protocol in the literature and the performance of the protocol in sensor network.

关键词： Multi-hop Wireless network Adhoc Sensor network Topology control

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Wireless Network Topological Routing in Wireless Sensor Networks

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Procedia computer science 2016年 79卷 817-826页

Wireless Sensor Networks (WSNs) consist of thousands of tiny nodes having the capability of sensing, computation, and wireless communications. Many routing, power management, and data dissemination protocols have been specifically designed for WSNs where energy consumption is an essential design issues. Since wireless sensor network protocols are application specific, so the focus has been given to the routing protocols that might differ depending on the application and network architecture. The study of various routing protocols for sensor networks presents a classification for the various approaches pursued. The three main categories explored are data-centric, hierarchical and location-based. Each of the routing schemes and algorithms has the common objective of trying to get better throughput and to extend the lifetime of the sensor network. A comparison has been made between two routing protocols, Flooding and Directed Diffusion, on the basis of throughput and lifetime of the network. Simulation of AODV (WPAN) is also carried over two topologies with same source and destination node.

关键词： Wireless Sensor Networks Flooding Directed Diffusion AODV.

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Applying Separation of Concern for Developing Softwares Using Aspect Oriented Programming Concepts

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Procedia computer science 2016年 85卷 906-914页

作者： Anil Kumar Arvind Kumar M. Iyyappan Department of Computer Science & Engineering Ph. D. Scholar SRM University Sonepat-131029 India Department of Computer Science & Engineering Assistant Professor SRM University Sonepat-131029 India

Aspects provide a means of separating cross-cutting concerns from our core implementation code into separate modules. Cross-cutting concerns are pieces of functionality that are used across multiple parts of a system. They cut across, as opposed to standing alone. For example if every method of our program requires logging information for identification then a logging aspect can be applied to methods external to the method implementation without using logging information with the methods internally. It's a powerful technique to help employ the principle of separation of concerns within code. Aspect Oriented Programming (AOP) is a methodology that provides separation of crosscutting concerns by introducing a new unit of modularization—an aspect . Each aspect focuses on a specific crosscutting functionality.

关键词： Aspects Crosscutting Concern AOP AspectJ

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A Survey on Scheduling Schemes with Security in Wireless Sensor Networks

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Procedia computer science 2016年 78卷 756-762页

作者： Rashmi Mahidhar Archana Raut M.E. Student Department of Computer Science and Engineering GHRCE Hingna road Nagpur 440016 India Assistant Professor Department of Computer Science and Engineering GHRCE Hingna road Nagpur 440016 India

Wireless Sensor Network (WSN) is highly distributed network of small and light weight node. The node has the limited battery lifetime. Packet scheduling is important in WSN to maintain fairness based on priority of the data and to reduce the end to end delay. Existing packet scheduling algorithm used were First Come First Served (FCFS), Preemptive, Non-Preemptive. In this paper Dynamic Multilevel Priority (DMP) Packet Scheduling Scheme with the Bit Rate classification is proposed. The threshold value check mechanism is also proposed to prevent the deadlock situation. To provide security we will be implementing the RC6 security algorithm.

关键词： WSN DMP End to End Delay FCFS RC6

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