Enterprise Information Systems

Name: Enterprise Information Systems | 20th International Conference, ICEIS 2018, Funchal, Madeira, Portugal, March 21-24, 2018, Revised Selected Papers
Brand: Springer
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20th International Conference, ICEIS 2018, Funchal, Madeira, Portugal, March 21-24, 2018, Revised Selected Papers

Slimane Hammoudi Michal Smialek Olivier Camp Joaquim Filipe(Herausgeber*in)

Springer (Verlag)

Erschienen am 27. Juli 2019

XVI, 425 Seiten

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978-3-030-26169-6 (ISBN)

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Inhalt

Intro
Preface
Organization
Contents
A Computer-Based Framework Supporting Education in STEM Subjects
1 Introduction
2 STEM Education: Needs, Challenges, and Stakeholders
2.1 The Need for STEM Education
2.2 Triangle of Challenges
2.3 Stakeholders in STEM Education
3 Requirements for and Selection of a Computer-Based Framework Supporting STEM Education
3.1 Requirements for a Computer-Based Framework
3.2 Evaluation of Possible Platforms for a Computer-Based Framework
3.3 Summary and Selection of the Platform
4 Basic Properties of R-Project
4.1 Adoption of R in Academia and Industry
4.2 Basic Structure of R
5 A Framework Supporting Mathematics, Programming and Dynamic Webpage Development
5.1 Exercise-Based Mathematics
5.2 Programming Tasks in Mathematics
5.3 Education in Dynamic Webpage Development
6 Conclusion
References
Online Content's Popularity Metrics: RDF-Based Normalization
Abstract
1 Introduction
2 Related Works: Social Media Popularity
2.1 Popularity Notion
2.2 Terminology
2.3 Social Entities
3 Social Entities: Popularity Quantification
3.1 Text
3.2 Image
3.3 Video
3.4 User
3.5 Discussion
4 Normalized Popularity Metrics and the Proposed Service Provider Interface
4.1 Normalization of Popularity Metrics Across Online Social Media Websites
4.2 RDF-Based Normalization
4.3 Proposed Service Provider Interface
5 Popularity Prediction Methods
6 Conclusion and Potential Research Trends
References
Supporting Gamified Experiences for Informal Collaborative Groups
Abstract
1 Introduction
2 Background
3 A Framework to Support the Design of Gamified Experiences
3.1 Guideline G1: Setup the Group
3.2 Guideline G2: Establish the Scheme of Challenges
3.3 Guideline G3: Establish the Rating Scheme
3.4 Guideline G4: Establish Evidence and Reward to Challenges
3.5 Guideline G5: Provide Visibility of the Gamified Experience
3.6 Guideline G6: Stimulate the Gamified Experience
3.7 Guideline G7: Monitor the Gamified Experience
4 Developing a Tool to Gamified Experience in Distinct Contexts
5 Identifying Key Features to Gamified Experiences in Specific Contexts
6 Conclusions
Acknowledgements
References
Payment Authorization in Smart Environments: Security-Convenience Balance
1 Introduction
2 Background
2.1 Payment Authorization in Smart Environments
2.2 Identification with Face Biometrics
3 Evaluated Approach
3.1 Passive User Identification
3.2 Payment Authorization
3.3 System Architecture
3.4 Data Flow
4 Experiment Design
4.1 Setup
4.2 User Registration
4.3 Data Collection
5 Evaluation Results
5.1 Users Opinions
5.2 User Identification
5.3 Payment Authorization
5.4 Results Analysis
6 Conclusions
References
An Intelligent and Data-Driven Decision Support Solution for the Online Surgery Scheduling Problem
1 Introduction
2 Problem Formulation
3 Related Work
3.1 Surgical Phase Detection
3.2 Remaining Intervention Time Prediction
3.3 Online Surgery Scheduling
4 Solution Approach
4.1 Situation Detection Subsystem (SDS)
4.2 Prediction Subsystem (PS)
4.3 Rescheduling Subsystem (RS)
5 Evaluation
5.1 Surgical Phase Detection
5.2 Prediction Subsystem
5.3 OSS
5.4 Prototypical Evaluation
6 Conclusion
References
A Fuzzy Reasoning Process for Conversational Agents in Cognitive Cities
Abstract
1 Introduction
2 Theoretical Background
2.1 The Vision of a Cognitive City
2.2 The Emergent Era of Cognitive Computing
2.2.1 Soft Computing: Techniques Based on Fuzzy Logic
2.2.2 Analogical Reasoning: Structure-Mapping Theory
2.3 Conversational Agents: Chatbots
3 Conceptual Framework: Fuzzy Reasoning
3.1 Related Work
3.2 Concept
3.3 Use Case Specification
3.4 Add-On: Network-like Memory
4 Evaluation
4.1 Workshop-Based Experiment: Questions and Answers
4.2 Laboratory Experiment: Structure-Mapping Theory
4.3 Expert Interviews
5 Discussion
6 Limitations and Outlook
Acknowledgements
References
A Resource-Aware Model-Based Framework for Load Testing of WS-BPEL Compositions
1 Introduction
2 BPEL Concepts
3 Formal Test Generation Framework
3.1 Timed Automata
3.2 Digital-Clock Tests
3.3 Test Generation
3.4 Coverage
4 Study of WS-BPEL Compositions Under Load
4.1 Load Distribution Principle
4.2 Load Testing Architecture
4.3 Automation of Load Test Analysis
5 Constrained Tester Deployment
5.1 Resource Constraints Formalization
5.2 Connectivity Constraints Formalization
5.3 Tester Instance Placement Optimization
5.4 Implementation of Tester Instance Placement
6 TRMCS Case Study
6.1 Case Study Description
6.2 Resource Aware Load Testing for TRMCS
7 Related Works
7.1 Existing Works on Load Testing
7.2 Existing Works on Test Distribution
7.3 Existing Works on Test Resource Awareness
8 Advantages and Limitations
9 Conclusion and Future Work
References
Collectively Constructing the Business Ecosystem: Towards Crowd-Based Modeling for Platforms and Infrastructures
Abstract
1 Introduction
2 Related Work
2.1 Business Ecosystem Modeling and Ecosystem Data
2.2 Business Ecosystem Visualization in Visual Analytic Systems (VAS)
3 Agile Modeling Framework for Business Ecosystem Modeling
3.1 Business Ecosystem Explorer (BEEx): Visual Analytic System (VAS) Implementation
3.2 Business Ecosystem Explorer Model
3.3 Business Ecosystem Explorer Views
4 Case Studies Informing Our Concept of Crowdsourcing
5 Agile Collaborative Modeling of Business Ecosystems
5.1 Agile Modeling Process
5.2 Agility Through Collaborative and Group Modeling
5.3 Ecosystem Editorial Team
5.4 Modeler Team
5.5 Management Stakeholders
6 The Idea of Crow-Based Modeling of Business Ecosystems
References
Survey of Vehicular Network Simulators: A Temporal Approach
1 Introduction
2 Background of Vehicular Network Simulators
2.1 Categories of Vehicular Simulators
3 Simulators
3.1 Network Simulators
3.2 Traffic Simulators
4 Vehicular Network Simulators
5 Discussions
6 Conclusions
References
Graph Modeling for Topological Data Analysis
1 Introduction
2 Basic Foundations
2.1 Social Networks Analysis
2.2 Relational and Graph Modeling
3 Related Work
4 Managing Graph Alternatives Approach
5 Experiments, Results and Heuristics
5.1 Zachary's Karate Experiment - Centrality Measure Analysis
5.2 SMDB Experiment - Centrality Measure Analysis
5.3 SMDB Experiment - Link Prediction Analysis
6 Conclusion and Future Works
References
Automatic Mapping of Business Process Models for Ontologies with an Associated Query System
Abstract
1 Introduction
2 Related Work
3 A Systematic Process for Automatic Generation of the Ontology
3.1 Criteria to Business Process Models
3.2 Ontology's Generation
4 PM2ONTO Tool
4.1 Mapping Metamodel's Classes to Ontology's Classes
4.2 Queries About the Generated Ontology
5 Example of Application of the Proposed Process
6 Conclusion
References
DaVe: A Semantic Data Value Vocabulary to Enable Data Value Characterisation
1 Introduction
2 Terminology
3 Related Work
3.1 Data Value Definitions
3.2 Data Value Dimensions
3.3 Data Value Models
4 Categorising Data Value Dimensions
4.1 Data Value Dimensions Definitions
5 Use Cases
5.1 Data Value Monitoring
5.2 Curating Data
5.3 Data Management Automation
5.4 Data Governance Based on Data Value
6 Requirements for a Data Value Vocabulary
7 Data Value Vocabulary - DaVe
7.1 Vocabulary Design
7.2 Extending and Instantiating the Ontology
8 Evaluating DaVe
8.1 Design-Oriented Evaluation
8.2 Use Case Driven Evaluation
9 Conclusion
References
Multi-view Navigation in a Personalized Scientometric Retrieval System
Abstract
1 Introduction
2 Personalized Research Paper Retrieval
3 Study of the Researcher's Needs
4 Proposed Scientometric Approach for Personalized Research Paper Retrieval
4.1 Scientometric Retrieval System
4.2 User Profile Management
4.3 User Profile Exploitation
5 Results Visualization
5.1 Search Results Visualization
5.2 Proposed Multi-view Visualization Approach
5.2.1 List View
5.2.2 Cartographic View
5.2.3 Analytic View
6 Experimentation and Evaluation
6.1 Evaluation of the Scientometric Retrieval
6.2 Evaluation of the Scientometric Re-ranking
6.3 Significance Test
7 Conclusion and Future Work
References
Inferring Students' Emotions Using a Hybrid Approach that Combine Cognitive and Physical Data
1 Introduction
2 Conceptual Bases and Correlated Works
3 Adapting the Computational Environment Based on Affective Inferences
4 Set of Emotion to Be Inferred
5 Hybrid Model of Emotion Inference
6 Experiment and Results
6.1 Results Using Sum Function as a Fusion Technique
6.2 Results Using Classifiers Algorithms as Fusion Technique
6.3 Analysis of the Experiments Results
7 Final Consideration and Future Works
References
Visual Filtering Tools and Analysis of Case Groups for Process Discovery
1 Introduction
2 Related Work
3 Visual Filtering Approach
3.1 Similarity Metrics
3.2 Multidimensional Projection Technique
3.3 Cluster Quality Measures
3.4 Process Metrics
3.5 Case Study
4 Visual Filtering Prototype
5 Conclusion
References
Schema-Independent Querying and Manipulation for Heterogeneous Collections in NoSQL Document Stores
1 Introduction
2 Related Work
3 Easy Schema-Independent Querying and Manipulation for Heterogeneous Collections in NoSQL Document Stores
3.1 Rewriting Approach at a Glance and Architecture
3.2 Formal Foundations
3.3 Dictionary
3.4 Data Updating: Collection Manipulation Operators
3.5 Data Querying: Minimum Closed Kernel of Operators
4 Experiments
4.1 Experimental Protocol
4.2 Queries Execution Time Evaluation
4.3 Dictionary and Query Rewriting Engine at the Scale
4.4 Dictionary Updates Evaluation
5 Conclusion
References
Recommending Semantic Concepts for Improving the Process of Semantic Modeling
1 Introduction
2 Motivating Example
3 Related Work
4 Reviewing Real-World Data Sets
5 Semantic Concept Gathering
5.1 Semantic Networks
5.2 Concept
5.3 Implementation
6 Evaluation
7 Integration into ESKAPE
8 Conclusion and Future Work
References
Uncovering Hidden Links Between Images Through Their Textual Context
1 Introduction
2 Related Works
2.1 Explicit Hyperlinks in Information Retrieval
2.2 Implicit Links in Information Retrieval
3 Uncovering Hidden Links Using LDA Technique: Implicit Links
3.1 Motivation
3.2 LDA Topic Model
3.3 Textual Representations of Images
3.4 LDA Based Implicit Links: Building and Analyzing
4 Evaluation
4.1 Evaluation Protocol
4.2 Parameter Settings
4.3 Experimental Comparison of Different Link Analysis Algorithms
4.4 Combining Textual and Link Based Scores: Images Re-Ranking
5 Conclusions
References
Big Data Meets Process Science: Distributed Mining of MP-Declare Process Models
1 Introduction
2 Fundamentals and Research Background
2.1 Multi-perspective, Declarative Process Modelling
2.2 Mining Metrics
3 Map-Reduce for Declarative Process Mining
3.1 Architecture and Infrastructure
3.2 Algorithm Overview
3.3 Mapping Relational MP-Declare Templates
3.4 Pivot Characteristics Overview and Resulting Algorithm
4 Conventional Implementation
4.1 Performance Influence Factors
4.2 Performance Evaluation
5 Hadoop-Based Implementation
5.1 MP-Declare Mining on an Hadoop Cluster
5.2 Performance Evaluation
5.3 System Support
6 Discussion
7 Related Work
8 Conclusions
References
Author Index

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