Information Intelligence, Systems, Technology and Management
5th International Conference, ICISTM 2011, Gurgaon, India, March 10-12, 2011. Proceedings
Published on 11. February 2011
XVI, 368 pages
978-3-642-19423-8 (ISBN)
Description
This book constitutes the refereed proceedings of the 5th International
Conference on Information Systems, Technology and Management, ICISTM
2011, held in Gurgaon, India, in March 2011.
The 35 revised full papers presented together with 4 short papers were
carefully reviewed and selected from 106 submissions. The papers are
organized in topical sections on information management, information
systems, information technology, healthcare information management and
technology, business intelligence, applications, as well as management
science and education.
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Sumeet Dua | Sartaj Sahni | D.P. Goyal
Information Intelligence, Systems, Technology and Management
5th International Conference, ICISTM 2011, Gurgaon, India, March 10-12, 2011. Proceedings
Book
02/2011
1st Edition
Springer
€53.49
Shipment within 7-9 days
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Content
- Title
- Organization
- Table of Contents
- 1. Information Management
- Selection of Outsourcing Agency through AHP and Grey Relational Analysis: A Case Analysis
- Introduction
- Literature Survey
- Case Introduction
- Methodology
- Analytic Hierarchy Process (AHP)
- Grey Theory
- Case Analysis
- Conclusions
- References
- A Study on XML Data Indexing for Web Based Application
- Introduction
- XML and Databases
- XML Document
- XML Enabled System and Native XML Database System (NXD) [2]
- Indexing in Databases
- Indexing Techniques Classification
- Indexing Techniques
- Evaluation of Indexing Schemes
- Suitability of Indexing Techniques for Web Applications
- Data Guide
- Index Fabric
- Signature File Scheme
- XISS
- Prix
- Conclusions
- References
- Knowledge Sharing Intentions among IT Professionals in India
- Introduction
- Knowledge Sharing
- Bridging Intention and Knowledge Sharing Behavior
- Organizational Innovation
- Knowledge Management
- Organizational Learning and Knowledge Sharing
- Organizational Climate and Culture
- Research Methodology
- Objective of the Study
- Hypotheses
- Discussion of Findings
- Suggestions
- Limitations
- Conclusion
- References
- Critical Success Factors for CRM Implementation: A Study on Indian Banks
- Introduction
- Customer Relationship Management Systems
- Major Components of CRM Systems [3]
- Review of the Literature
- Research Objectives and Methodology
- Empirical Data Analysis
- Interpretations from the above Tables (1 and 2)
- Conclusions
- References
- Issues before Indian Small and Medium Scale Enterprises Opting for ERP Implementation
- Introduction
- Literature Review
- Research Methodology
- Data Analysis
- Discussion
- Conclusions
- References
- 2. Information Systems
- Steganalysis of Perturbed Quantization using HBCL Statistics and FR Index
- Introduction
- Related Work
- Perturbed Quantization
- Feature Extraction
- JPEG Preliminaries
- Huffman Bit Code Lengths: HBCL Statistics
- File Size to Resolution Ratio: FR Index
- Implementation
- Image Database
- Model
- Classification
- Results and Performance Analysis
- Conclusions
- References
- A View Recommendation Greedy Algorithm for Materialized Views Selection
- Introduction
- VRGA
- Examples
- Experimental Results
- Conclusions
- References
- Experience Based Software Process Improvement: Have We Found the Silver Bullet?
- Introduction
- Present Study
- Literature Review
- Experience and Experience Management
- Improving Software Process through Managing Experience
- Reinventing the Wheel
- Understanding the Problem Is the Problem
- Here Today, Gone Tomorrow Technology
- Knowledge Walks Home Everyday
- Trust in Virtual Teams
- Organizational Culture
- The Indian Scenario
- Conclusions
- References
- Framework for Spatial Query Resolution for Decision Support Using Geospatial Service Chaining and Fuzzy Reasoning
- Introduction
- Related Works
- Concepts of Service Chaining
- Fuzzy Sets
- Overview of the Fuzzy Geospatial Reasoning Framework
- Chaining Methodology of Geospatial Services
- User Query Decomposition
- Service Discovery
- Service Chain Composition and Execution
- Fuzzy Engine
- Case Study
- Conclusion
- References
- An Ontology Based Approach for Test Scenario Management
- Introduction
- Motivating Example
- Ontology as a Repository
- Survey
- Building an Ontology for Testing
- Design of Ontology
- Defining Relations between Concepts
- Implementation Using OWL
- Results - Querying the Ontology
- Conclusion
- References
- Creating Value for Businesses by Providing CRM Solutions: A Case of Oracle CRM on Demand
- Introduction
- Research Purpose
- Literature Review
- Research Methodology
- Oracle CRM on Demand
- Three Level of Customization by Oracle CRM on Demand
- The Customer Experience
- Conclusions
- References
- Societal Responsibility of Business and Information Systems
- Introduction
- Optimizing Externalities Associated with ICTs
- The Lifecycle of ICTs and the Externalities Associated with Each Step
- Towards a Better Use of the Capacity of ICT to Generate Positive Externalities
- To Reduce the Negative Externalities of ICT Solutions
- Identification of Positive and Negative Externalities: Practical Tips
- Act to Communicate: To New Constraints
- Risks and Opportunities Generated by ICT in Terms of Communication
- The Strengthening of the Societal Requirements: Focus on the Problem of Traceability
- Use the SI as SD Media
- Environmental Policies Media SI
- The Media of Social Policies IS
- Social Responsibility Issues Associated with the Use of the IS in Customer-Supplier Relations
- References
- Application of Vector Quantization in Emotion Recognition from Human Speech
- Introduction
- Related Work
- Mel Frequency Cepstral Coefficients
- Frame Blocking
- Windowing
- Fast Fourier Transform (FFT)
- Mel-Frequency Wrapping
- Cepstrum
- Vector Quantization
- Our Experiment
- Results
- Conclusions
- References
- 3. Information Technology
- Fuzzy Time Series Prediction Model
- Introduction
- Related Work
- Proposed Dynamic Computational Algorithm
- Key Concepts of Algorithm
- Basic Definitions Used in Algorithm
- Algorithm Steps
- Experimental Results
- Performance Evaluation and Comparison
- Conclusions
- References
- A Novel Relation-Based Probability Algorithm for Page Ranking in Semantic Web Search Engine
- Introduction
- Related Works in Web Search
- Overview of the Ranking Strategy
- Relation-Based Search Engine Components
- Introduction to Relation Based Ranking
- Basic Idea
- Graph-Based Notation and Methodology
- Relation-Based Ranking Formal Model
- Graph-Based Formalization
- Relevance and Semantic Relations
- Experimental Results and Comparisons
- Accuracy
- Conclusions
- References
- SASM- An Approach towards Self-protection in Grid Computing
- Introduction
- Self-protection
- Self-Automated Security Model (SASM) for Grid
- SASM Architecture
- SASM Working
- Experimental Results
- Conclusions
- References
- Change Impact Analysis: A Tool for Effective Regression Testing
- Introduction
- Review of Literature
- Objectives
- Research Methodology
- Analysis
- Major Findings
- Threats to Validity
- Conclusions
- References
- Multi-feature Fusion for Closed Set Text Independent Speaker Identification
- Introduction
- Feature Extraction
- Feature Extraction Using MFCC
- Feature Extraction Using Wavelet Transform
- Proposed Fusion Approach
- Feature-Level Fusion
- Decision-Level Fusion
- Experimental Results and Discussion
- Conclusions
- References
- An Efficient Metamorphic Testing Technique Using Genetic Algorithm
- Introduction
- Background
- Metamorphic Testing
- Genetic Algorithms
- Approach
- Experimental Study
- Conclusions and Future Work
- References
- Reducing Classification Times for Email Spam Using Incremental Multiple Instance Classifiers
- Introduction
- Related Work
- Grey List Analysis
- Multiple Instance Learning
- Learning Classifier
- Proposed Algorithm
- Experimental Results
- False Positive Rates
- Timing Results
- Conclusions
- References
- Resolving Ambiguous Queries via Fuzzy String Matching and Dynamic Buffering Techniques
- Introduction
- Approximate String Matching
- Fuzzy String Matching
- Fuzzy Buffering Model
- Conclusion
- References
- A Deterministic Approach for the Propagation of Computer Virus in the Framework of Linear and Sinusoidal Time Variation of Birth Rate of Virus
- Introduction
- Methodologies
- SIS Model with Birth Rate (ß) as Constant (Deterministic Approach)
- SIS Model with Specific Rate of Infection as Function of Time
- Results and Discussions
- Linear Variation of Birth Rate of Computer Virus ($\beta$)
- Sinusoidal Variation of Birth Rate of Computer Virus ($\beta$)
- Conclusions
- Linear Variation of Birth Rate of Virus
- Sinusoidal Variation of Birth Rate of Virus
- References
- Pre-processed Depth First Search
- Introduction
- Background
- Breadth First Search
- Depth First Search
- Algorithm
- Results
- Conclusions
- References
- 4. Healthcare Information Management and Technology
- Soft Computing Model to Predict Average Length of Stay of Patient
- Introduction
- Related Work
- Proposed Prediction Algorithm (LoS)
- Key Concepts of Algorithm
- Basic Definitions Used in Algorithm
- Algorithm Steps
- Proposed Model Exercised to Forecast Average Length of Stay of Patient
- Performance Measure of Proposed Model
- Conclusions
- References
- 5. Business Intelligence
- Development of Three-Stage Methodology for a Strategy-Based Integrated Dynamics Model from a Value Chain Reconfiguring Perspective
- Introduction
- Perspective on Clustered Module Structure in SIDM Design
- Case Study Research Methodology for Conceptual Building
- Defining the Knowledge-Integrated Traceability (KIT): Achieving an Empirical Inquiry
- Facilitating Perspectives on Three-Stage Methodology with Process Technology
- The Application of Process-Driven Modeling in SIDM
- Validity and Reliability
- Case Study: Trials and Results of Simulation
- The Strategic Framework for SIDM Development
- Value Chain Reconfiguration in SIDM
- Conclusions
- References
- Hybrid Temporal Mining for Finding Out Frequent Itemsets in Temporal Databases Using Clustering and Bit Vector Methods
- Introduction
- Data Mining
- Frequent Item Sets and Clustering
- Proposed Work
- Paper Organization
- Works on Temporal Mining
- Related Works
- Literature Limitation
- Proposed Algorithm RHTPM
- Algorithm RHTPM (Revised Hybrid Temporal Pattern Mining)
- Experimental Results on Real Data
- Formation of Cluster
- Temporal Relationship with Respect to the Values and Bit Vector
- Experiment Results
- Conclusions
- References
- Biztool: A Flexible Cloud-Centric Framework for Business Analytics
- Introduction
- Related Work
- Gridbatch System
- Biztool Framework
- Operators' Interface
- Hadoop Jobs
- Implementation
- Case Study
- Conclusions
- References
- 6. Applications
- Service Availability Driven Re-configurable Embedded System Design
- Introduction
- Design Environment
- Re-configuration for Service Availability
- Rule Base for Service Availability Importance
- System Availability
- Design Optimization
- Results
- Conclusion
- References
- Comparative Analysis of Impact of Various Global Stock Markets and Determinants on Indian Stock Market Performance - A Case Study Using Multiple Linear Regression and Neural Networks
- Introduction
- Artificial Neural Network
- Multiple Linear Regression
- Data and Methodology
- Experiment Results
- Linear Regression
- Artificial Neural Network
- Conclusions
- References
- Statistical Analysis for Human Authentication Using ECG Waves
- Introduction
- Related Work
- Architecture and Modeling
- Sampling and Data Acquisition
- Pre-processing
- Feature Extraction
- Statistical Tests for Feature Matching
- Authentication
- Algorithm
- Problem Definition
- Algorithm
- Implementation and Performance Analysis
- Conclusions
- References
- Qualitative Survey-Based Content Analysis and Validation of Measures of Software Development Team Performance
- Introduction
- Literature Review on Team Performance
- Software Development Projects Perspective
- Gaps
- Toward a More Rigorous Scale Development
- Research Design
- Expert Survey Round-1: Exploratory Phase
- Expert Survey Round-2: Content Validation
- Conclusions, Implications and Limitations
- References
- Computational Modeling of Collaborative Resources Sharing in Grid System
- Introduction
- Previous Works
- The Proposed Scheme Modeling
- Formulation of Collaborative Resource Sharing Scheme
- Modeling of the Proposed Scheme
- Policy Engine for the Proposed Scheme
- Simulation Setup and Results
- Results Discussion
- Conclusion and Further Work
- References
- A Novel Approach for Combining Experts Rating Scores
- Introduction
- Classifiers and Their Invariant Property
- Characterizing Individual Rating Scores
- Regression and Boosting
- Conclusions
- References
- 7. Management Science and Education
- A Collaborative Filtering Based Approach for Recommending Elective Courses
- Introduction
- Related Work
- Collaborative Filtering Methods
- User-Based Collaborative Filtering
- Item-Based Collaborative Filtering
- Experimental Evaluation
- Experimental Results
- Conclusions
- References
- Architecture of a Library Management System Using Gaia Extended for Multi Agent Systems
- Introduction
- Related Work
- Current Work: Agent Design of a Library Management System
- Analysis Phase
- The Organizations
- The Environmental Model
- The Preliminary Role Model
- Responsibilities
- The Preliminary Interaction Model
- Architectural Design
- Detailed Design
- Definition of the Agent Model
- Service Model
- Implementation
- Results and Future Work
- References
- 8. Short Papers
- Interorganizational Information Systems Diffusion: A Social Network Perspective
- Presentation of the Subject
- Case Setting
- The Context
- Methodology
- Analysis
- Conclusions
- References
- Cognitive Models and Its Current Challenges
- Introduction
- Cognitive Models
- Rote Learning
- Analytical Learning
- Example Based Learning
- Dynamic Learning
- Common Based Learning
- Innovation Learning
- Conclusions
- References
- Resolving Productivity Paradox of Fully and Partially IT Oriented Banks: Evidence from India
- Introduction
- Research Methodology
- Results and Discussion
- Conclusions
- References
- Inside Story of Business Process Reengineering in State Bank of Patiala (SBOP): Straight from the Horses' Mouth
- Introduction
- Literature Review
- BPR Initiatives at SBOP
- Results and Discussion
- Conclusions
- References
- Author Index
