Computational Science and Its Applications - ICCSA 2016

Name: Computational Science and Its Applications - ICCSA 2016 | 16th International Conference, Beijing, China, July 4-7, 2016, Proceedings, Part V
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16th International Conference, Beijing, China, July 4-7, 2016, Proceedings, Part V

Osvaldo Gervasi Beniamino Murgante Sanjay Misra Ana Maria A.C. Rocha Carmelo M. Torre David Taniar Bernady O. Apduhan Elena Stankova Shangguang Wang(Herausgeber*in)

Springer (Verlag)

Erschienen am 30. Juni 2016

XXVII, 636 Seiten

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978-3-319-42092-9 (ISBN)

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Inhalt

Intro
Preface
Organization
Contents - Part V
Discovering Popular Events on Twitter
Abstract
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Proposed Algorithm
4 Implementations and Results
4.1 Discussion
5 Conclusion and Future Work
Acknowledgement
References
Analysis of Users' Interest Based on Tweets
Abstract
1 Introduction
2 Related Work
3 Proposed Methodology
3.1 Data Collection
3.2 Sentiment Analysis of Tweet
3.3 Classification of Tweet
4 Implementation and Results
4.1 User Interest
4.2 Location Interest
4.3 Comparison of Data of Different Countries
4.4 Discussion
5 Conclusion and Future Work
Acknowledgement
References
User-Friendly Ontology Structure Maintenance Mechanism Targeting Sri Lankan Agriculture Domain
Abstract
1 Introduction
2 Related Work
3 Proposed Mechanism for Agriculture Ontology Structure Maintenance
3.1 Ontology Preliminaries
3.2 Supported Structural Modifications
3.3 Propagation Strategy for Modifications
3.4 Consistency Maintenance and Knowledge Inference
4 Implementation Overview
4.1 Overview on Technologies Used
4.2 T-Box Editing and Real-Time Consistency Check
4.3 Navigation and Visualization
4.4 Feedback, Help and Support
5 Evaluation
5.1 Evaluation Methodology
5.2 Statistical Analysis Based on Task Completion Time
5.3 Statistical Analysis Based on Questionnaires
5.4 User Comments and Suggestions
6 Conclusion and Future Work
References
A Software Project Management Problem Solved by Firefly Algorithm
1 Introduction
2 The Software Project Scheduling Problem
2.1 Model Description
3 Firefly for Schedule Software Project
4 Experimental Results
4.1 Comparative Results with Other Techniques
5 Conclusion
References
A Baseline Domain Specific Language Proposal for Model-Driven Web Engineering Code Generation
1 Introduction
2 Background
3 The Baseline DSL for Code Generation
4 Conclusions and Future Work
References
ArtistRank -- Analysis and Comparison of Artists Through the Characterization Data from Different Sources
1 Introduction
2 Related Work
3 Methodology for Artist Ranking
3.1 Developed Rankings
4 Rankings - Study Cases
4.1 Perennial Ranking
4.2 Revelation Ranking
4.3 Trend Ranking
4.4 General Ranking
4.5 Relationship Between Constructed Rankings and Industry Rankings Phonographic
5 Conclusion
References
Solving Manufacturing Cell Design Problems by Using a Dolphin Echolocation Algorithm
1 Introduction
2 Manufacturing Cell Design Problem
3 Dolphin Echolocation Metaheuristic
3.1 Search Space Ordering
3.2 Solution Generation
3.3 Convergence Factor: Exploration and Exploitation
3.4 Metaheuristic Parameters
3.5 The Algorithm
4 Experimental Results
5 Conclusions and Future Work
References
Cryptanalysis and Improvement User Authentication Scheme for Multi-server Environment
1 Introduction
2 Review in Amin et al.'s Scheme
2.1 Registration Phase
2.2 Login Phase
2.3 Authentication Phase
2.4 Password Change Phase
3 Security Analysis of Amin et al.'s Scheme
3.1 Offline Password Guessing Attack
3.2 Offline Identity Guessing Attack
3.3 User Impersonation Attack
3.4 Replay Attack and Session Key Derived Attack
4 Proposed Secure and Efficient Scheme
4.1 Registration Phase
4.2 Login Phase
4.3 Authentication Phase
4.4 Password Change Phase
5 Security Analysis of Proposed Scheme
6 Conclusion
References
An Operational Semantics for Android Applications
1 Introduction
2 Syntax
3 Semantics
4 Literature Review
5 Conclusion
References
A Type System for Android Applications
1 Introduction
2 Langauge Model
3 Type Systems
4 Literature Review
5 Conclusion
References
A Weed Colonization Inspired Algorithm for the Weighted Set Cover Problem
1 Introduction
2 The Weighted Set Cover Problem
3 Invasive Weed Optimization
3.1 Initialization
3.2 Reproduction
3.3 Spatial Distribution
3.4 Competitive Exclusion
4 Binary Invasive Weed Optimization
5 Experiments and Results
5.1 Configuring the Algorithm
5.2 Computational Results
6 Conclusion
References
Software Architecture and Software Quality
1 Introduction
2 Quality Aspects
2.1 Characteristics (Aspects) from ISO/IEC 25010:25010
2.2 Quality Aspects Enhancible by Software Architectures
3 Software Architectures
4 Cathedral, Bazaar, or Town
5 Software Confederations
5.1 Encapsulation/Wrapping
5.2 Towards a Town
5.3 Access Points
6 Confederations and Software Quality Aspects
7 Open Issues and Further Research and Development
8 Conclusions
References
Multi-hop Localization Method Based on Tribes Algorithm
1 Introduction
2 Related Works
3 Tribes Optimization Algorithm
4 The Proposed Localization Algorithm
4.1 Distance to Anchors
4.2 Initial Node Position
4.3 Node Position Refinement
4.4 Algorithm of the Proposed Method
5 Results
6 Conclusion
References
Developing Tasty Calorie Restricted Diets Using a Differential Evolution Algorithm
1 Introduction
2 Background and Motivation
2.1 The Diet Problem
2.2 Diet, Calories, and Heath
2.3 Evolutionary Algorithms
2.4 Differential Evolution
3 Caloric Restricted Diet Problem
3.1 Food Database
4 Differential Evolution for CRDP
4.1 Solution Representation
4.2 Penalty Function
4.3 Population Initialization, Mutation, Crossing, and Evolution
5 Computational Experiments
5.1 Parameter Tuning
5.2 Results and Discussion
5.3 Example Diets
6 Conclusions and Future Works
References
Using Classification Methods to Reinforce the Impact of Social Factors on Software Success
1 Introduction
2 State of Art
3 Methodology
3.1 Data Collection
3.2 Success Predictions
4 Results and Discussions
4.1 Experiments - Phase 01
4.2 Experiments - Phase 02
5 Conclusions and Future Works
References
When to Re-staff a Late Project - An E-CARGO Approach
Abstract
1 Introduction
2 Related Work
3 Revised E-CARGO Model
4 Formalization of the Problem
5 A Solution Based on GRA
5.1 The Solution
5.2 Simulations
5.3 Performances
6 Case Study
7 Conclusions
Acknowledgment
References
An Experience of Constructing a Service API for Corporate Data Delivery
1 Introduction
2 Related Works
3 Solution's Architecture
4 UFRN's Service API
4.1 Documentation
4.2 Applications
5 Conclusion and Future Works
References
Cat Swarm Optimization with Different Transfer Functions for Solving Set Covering Problems
1 Introduction
2 Problem Description
3 Binary Cat Swarm Optimization
3.1 Seeking Mode
3.2 Tracing Mode
4 Binarization Methods
4.1 Complement
4.2 Transfer Functions
5 Solving the Set Covering Problem
5.1 Repair Operator
5.2 Parameter Setting
6 Results
7 Conclusions
References
A Data Warehouse Model for Business Processes Data Analytics
Abstract
1 Introduction
2 Related Work
3 Analytical Data Models for Business Processes
4 Demonstration Case
5 Conclusions
Acknowledgments
References
A Novel Voting Mathematical Rule Classification for Image Recognition
Abstract
1 Introduction
2 Related Work
3 Proposed Algorithm
3.1 Working Algorithm of AVNM
3.2 Descriptive AVNM
4 Experimental Study
4.1 Experimental Results Using UCI Datasets
4.2 Experimental Results with Manual Dataset
5 Conclusion and Future Works
References
Towards a Common Data Framework for Analytical Environments
Abstract
1 Introduction
2 Related Work
3 Common Data Framework
4 Data Cubes for Analytical Data Models
5 Demonstration Case
6 Discussion of Results and Conclusions
Acknowledgments
References
Dependency Analysis Between PMI Portfolio Management Processes
Abstract
1 Introduction
2 The Standard for Portfolio Management from PMI
3 Dependencies Between Portfolio Processes from the PMI Standard for Portfolio Management
3.1 Elementary Dependency Analysis
3.2 Portfolio Processes Dependencies
3.3 Portfolio Processes Centric Dependency Analysis
3.4 Process Groups Centric Dependency Analysis
3.5 Knowledge Areas and Portfolio Processes Centric Dependency Analysis
4 Conclusions and Future Work
Acknowledgements
References
Representation and Reasoning of Topological Relations Between Enclave and Exclave Regions
Abstract
1 Introduction
2 Related Work
2.1 The Concept of JEPD
2.2 The Theory of RCC
3 A New Theory Extended from RCC
4 Reasoning with ERCC and OWL
4.1 Ontology in OWL Based on ERCC
4.2 Rule-Based Reasoning System with ERCC and OWL
4.3 An Instance of Reasoning with OWL and Rule System
5 Conclusion
Acknowledgments
References
Toward a Robust Spell Checker for Arabic Text
1 Introduction
2 Types of Spelling Errors
2.1 Non-word Errors
2.2 Real-Word Errors
3 Related Work
4 Methodology and Experimental Settings
4.1 System Architecture
4.2 Prepared Data
4.3 Our Approach
5 Experimental Results
6 Conclusion
References
Geographical Communities and Virtual Communities: The Web 2.0 in the Creation of Tourist Information
Abstract
1 Geographic Information, Web 2.0 and Tourism
2 The Role of Virtual Communities in the Production and Communication Systems of Tourist Information
3 Experiences of Virtual Community to Comparison: For a Model of Social Interaction
4 What Prospects in Key Geographical?
References
Analysis Spreading Patterns Generated by Model
1 Introduction
2 Background
2.1 Spreading Processes
2.2 Canonical Names
3 Related Work
4 Methodology
5 Results and Discussion
6 Conclusions and Future Work
References
Confederative ERP Systems for Small-to-Medium Enterprises
1 Introduction
2 Crucial Requirements
3 Implementation Principles
4 SOA Enabling to Meet the Requirements
5 Confederations in the Small
5.1 Commodity Consumption Control
5.2 New Banking Service by Autonomous Vendors
5.3 Operation-Oriented User Interface
5.4 Confederations in Action
6 Open Issues
7 Further Research
8 Conclusions
References
Longitudinal Analysis of Modularity and Modifications of OSS
Abstract
1 Introduction
2 Related Work
3 Analysis of Projects
4 Results
5 Conclusion
References
State of Art Survey On: Large Scale Image Location Recognition
1 Introduction
1.1 Survey Organization
2 State of Art Large Scale Datasets
3 Literature Review on Large Scale Image Geocoding
4 Discussing Performance Metrics
5 Conclusions
References
A Felder and Silverman Learning Styles Model Based Personalization Approach to Recommend Learning Objects
1 Introduction
2 How to Provide Personalization in E-Learning Systems with IEEE LOM Metadata Standard
3 The Proposed Personalization Approach Based on IEEE LOM Metadata Standard and Felder and Silverman Learning Styles Model
3.1 Learning Object Evaluation with IEEE LOM Metadata Standard
3.2 Matching Learning Objects and Learners
4 Discussion and Conclusion
References
Modeling Software Security Requirements Through Functionality Rank Diagrams
1 Introduction
2 Related Works
3 Proposed Methodology
4 Identification
4.1 Obtainment of Stakeholder and Functionality Sets
4.2 Consultation Group
4.3 Story and Story Diagram
5 Mapping
5.1 Functionality-Stakeholder Relevance
5.2 Stakeholder-Parameter Relevance
5.3 Rank Matrix
6 Ranking
6.1 Parameter Values and Ranges
6.2 Calculation of Parameter Averages
7 Analysis
7.1 Parameter Ranks
7.2 Functionality Analysis
7.3 Implications of Ranks
8 Design
8.1 Functionality Rank Diagram (FRD)
8.2 Combined Functionality Rank Diagram (CFRD)
9 Conclusion and Future Work
References
Finding Divergent Executions in Asynchronous Programs
1 Introduction
2 Program Transformation Semantics
2.1 AsyMp Syntax
2.2 AsyMp Semantics
2.3 FAsyMp Syntax
2.4 FAsyMp Semantics
2.5 Transformation from AsyMp to FAsyMp syntax
3 Literature Review
4 Future Work
5 Conclusion
References
Is Scrum Useful to Mitigate Project's Risks in Real Business Contexts?
Abstract
1 Introduction
2 The Scrum
3 Research Approach
3.1 Research Method
3.2 The Survey
3.3 Case Study
3.4 Assigning Weights to the Different Roles in the Team and to the Different Scrum Roles
4 Results and Discussion
4.1 About the Sample
4.2 Benefits/Constraints of Using Scrum
4.3 Existence and Relevance of Scrum Roles: Product Owner and Scrum Master and the Artifact Scrum Board
4.4 Product Backlog Definition
4.5 Events that Were Taken into Account
4.6 The Best Software Development Process
4.7 Methodologies Suggested for Combination with Scrum
4.8 Suggested Methodologies for the Replacement of Scrum
4.9 Hypothesis Analysis
4.10 Analysis of the Hypotheses with Weight Attribution to Variables
5 Conclusion and Future Work
5.1 Conclusion
5.2 Future Work
Acknowledgment
References
A Semantic Comparison of Clustering Algorithms for the Evaluation of Web-Based Similarity Measures
1 Introduction
2 The Evaluated Proximity Measures
2.1 Average Confidence (CM)
2.2 Pointwise Mutual Information (PMI)
2.3 Chi-Square Coefficient (2)
2.4 Normalized Google Distance (NGD)
2.5 PMING Distance
2.6 Flickr Distance (FD)
3 Clustering Algorithms
3.1 Expectation-Maximization
3.2 K-Means
3.3 Spectral Clustering
4 Experimental Tests
4.1 Data Sets Used for Experiments
4.2 Data Collection
4.3 Experimental Tests and Clustering
5 Conclusions
References
Rating Prediction Based Job Recommendation Service for College Students
1 Introduction
2 Related Work
2.1 Recommender System
2.2 Job Recommendation
3 Rating Based Job Recommendation Framework
3.1 Students Profiling and Similarity Matching
3.2 Job Recommendation Based on Rating Prediction
3.3 Job Recommendation Based on Rating Support
3.4 Job Recommendation Based on Interest Effectiveness
4 Experimental Study
4.1 Dataset
4.2 Evaluation Metrics
4.3 Student Similarity Oriented Rating Prediction Based Job Recommendation
4.4 Job Recommendation with Rating Support
4.5 Job Recommendation with Interest Efficiency
5 Conclusion
References
Development of M-Health Software for People with Disabilities
Abstract
1 Introduction
2 Actual State in E-Health
2.1 Telemedicine
2.2 E-Health
2.3 M-Health
3 Our Solution
4 Testing
5 Conclusion
Acknowledgment
References
Using Formal Concepts Analysis Techniques in Mining Data from Criminal Databases and Profiling Events Based on Factors to Understand Criminal Environments
Abstract
1 Introduction
2 Related Works
3 Methodology
3.1 The Context
3.2 The Concept
3.3 The Galois Connections
3.4 The Lattice
3.5 The Criminal Data and Environmental Data
3.6 Obtaining the Dependencies
4 Generating the Lattice
5 Conclusions
References
Network System Design for Combating Cybercrime in Nigeria
Abstract
1 Introduction
2 Review of Existing Framework for Combating Cybercrime
3 Proposed System Design to Combat Cybercrime
3.1 Methodology of the Research
3.1.1 Survey of Cybercrimes in Nigeria
3.1.2 Designed Model for the Proposed System
3.1.3 Mathematical Model for the System
3.2 The System Algorithm
3.3 Flow Chat for the Proposed System Design
3.4 The Network Design Concept for the System
3.4.1 Network Design for the System and Working Principle
3.5 Proposed National Cybercrime Control System Interactive Interfaces
3.5.1 The Users
3.5.2 The Control Center
4 The Discussion of the System Design
5 Conclusion and Recommendations
References
Clustering of Wikipedia Texts Based on Keywords
Abstract
1 Introduction
2 Spectral Clustering
3 Text Representation
3.1 Text Content
3.2 Links
3.3 Combined Representation
4 Evaluation of Combined Representation
5 Results Discussion
References
Measure-Based Repair Checking by Integrity Checking
1 Introduction
2 Key Concepts
2.1 Repairs
2.2 Repair Checking
3 The Main Results
3.1 Inconsistency Reduction Checking by Integrity Checking
3.2 Minimality Checking by Integrity Checking
3.3 The Main Theorems
4 Computing Repair Checking
4.1 Computing Total Repair Checking
4.2 Computing Naive Repair Checking
4.3 Computing Repair Checking by Integrity Checking
5 Related Work
6 Conclusion
References
Towards Temporal Analysis of Integrated Scenarios for Sustainable Innovation
1 Introduction
2 TEMPORANA
2.1 Integrated Scenarios
2.2 Temporal Queries
2.3 TEMPORANA Architecture
2.4 An Example of Advanced Temporal Scenario Query
3 Conclusions and Future Work
References
An Innovative Similarity Measure for Sentence Plagiarism Detection
1 Introduction
2 Related Work
2.1 Sentence Similarity Measures
2.2 Sentence Similarity Datasets
2.3 Sentence Similarity Measures Applications
3 Rationale
4 SWER Similarity Measure: Principles and Functionalities
4.1 Semantic Word Error Rate
4.2 Latent Semantic Analysis
5 Experimental Analysis
6 Conclusions and Future Work
References
Critical Success Factors for Implementing Business Intelligence System: Empirical Study in Vietnam
Abstract
1 Introduction
2 Theoretical Background
2.1 Business Intelligence Systems
2.2 Business Intelligence Systems in Vietnam
2.3 Critical Success Factors
2.4 Critical Success Factors for Business Intelligence
3 Research Method
3.1 Research Purpose
3.2 Research Framework
3.3 Research Process
4 Data Collection & Analysis
4.1 Sample Design
4.2 Data Sources
4.3 Data Analysis
5 Findings
5.1 Background to Implementing the BIS
5.2 Case Analysis Based on Seven CSFs of Research Framework
6 Discussion and Conclusion
6.1 Summary of Main Findings
6.2 Discussion and Implications
6.3 Recommendations
6.4 Limitations and Implications for Future Research
References
Particle Swarm Based Evolution and Generation of Test Data Using Mutation Testing
1 Introduction
2 Related Work
3 Comparing and Contrasting GA and PSO
4 Particle Swarm Optimization Based Test Data Generation Using Mutation Testing
5 Results
6 Conclusion and Future Work
References
Business Modeling and Requirements in RUP: A Dependency Analysis of Activities, Tasks and Work Products
Abstract
1 Introduction
2 Interdependencies and Traceability
3 Interdependencies and Traceability in RUP
3.1 Dependency Analysis of Activities and Tasks
3.2 Dependency Analysis of Work Products and Tasks
4 Conclusions
Acknowledgments
References
Conversation About the City: Urban Commons and Connected Citizenship
Abstract
1 Introduction
2 The Culture of the Commons
3 Networked Concepts: Exploring Meanings
4 City and Citizenship
5 City as Commons
6 Conclusions
References
Remote Sensing Fire Danger Prediction Models Applied to Northern China
Abstract
1 Introduction
2 Study Area and Data Set
2.1 Study Area
2.2 Dataset
2.2.1 Land Surface Temperature
2.2.2 Relative Greenness Index
3 Methodology
3.1 The Fire Potential Index
3.1.1 The Calculation the DFMC
3.1.2 The Calculation of RG
4 Results
4.1 Model Validation
5 Final Remarks
References
Retraction Note to: A Novel Voting Mathematical Rule Classification for Image Recognition
Erratum to: Chapter 20 in: O. Gervasi et al. (Eds.) Computational Science and Its Applications - ICCSA 2016 DOI: 10.1007/978-3-319-42092-9_20
Retraction Note to: Clustering of Wikipedia Texts Based on Keywords
Erratum to: Chapter 39 in: O. Gervasi et al. (Eds.) Computational Science and Its Applications - ICCSA 2016 DOI: 10.1007/978-3-319-42092-9_39
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