Web Engineering : 24th International Conference, ICWE 2024, Tampere, Finland, June 17–20, 2024, Proceedings / edited by Kostas Stefanidis, Kari Systä, Maristella Matera, Sebastian Heil, Haridimos Kondylakis, Elisa Quintarelli.

Format:

Book

Contributor:

Stefanidis, Kostas, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 14629

Language:

English

Subjects (All):

Application software.

Software engineering.

Database management.

User interfaces (Computer systems).

Human-computer interaction.

Data structures (Computer science).

Information theory.

Computer networks.

Computer and Information Systems Applications.

Software Engineering.

Database Management System.

User Interfaces and Human Computer Interaction.

Data Structures and Information Theory.

Computer Communication Networks.

Local Subjects:

Computer and Information Systems Applications.

Software Engineering.

Database Management System.

User Interfaces and Human Computer Interaction.

Data Structures and Information Theory.

Computer Communication Networks.

Physical Description:

1 online resource (485 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

This book constitutes the proceedings of the 24th International Conference, ICWE 2024, held in Tampere, Finland, during June 17-20, 2024. The 16 full papers and 8 short papers included in this volume were carefully reviewed and selected from 66 submissions. This volume includes all the accepted papers across various conference tracks. The ICWE 2024 theme, “Ethical and Human-Centric Web Engineering: Balancing Innovation and Responsibility,” invited discussions on creating Web technologies that are not only innovative but also ethical, transparent, privacy-focused, trustworthy, and inclusive, putting human needs and well-being at the core.

Contents:

Intro

Preface

Organization

Keynotes

Responsible AI in the World of Work

Accessible and Societally Sustainable Web Services

Contents

Human-Centric Web Engineering: Τrust, Τransparency, Ιnclusivity

Language Models as SPARQL Query Filtering for Improving the Quality of Multilingual Question Answering over Knowledge Graphs

1 Introduction

2 Related Work

3 Approach

4 Experimental Setup

4.1 S1- Classification

4.2 S2- Question Answering

5 Evaluation and Analysis

5.1 S1- Classification

5.2 S2- Question Answering

6 Discussion

7 Conclusions and Future Work

References

TraQuLA: Transparent Question Answering Over RDF Through Linguistic Analysis

3 TraQuLA Approach

3.1 Question Type Detection and Interrogative Words

3.2 Component Extraction

3.3 Parse Building and Ranking

3.4 Parse Analysis and Answer Extraction

4 Evaluation

4.1 Evaluation on the LC-QuAD 1.0 Dataset

4.2 Evaluation on the LC-QuAD 2.0 Dataset

5 Conclusions

Inclusive Counterfactual Generation: Leveraging LLMs in Identifying Online Hate

2 Contribution: Inclusivity in Counterfactual Generation

3 Related Work

4 LLM-Based Counterfactual Generation Pipeline

4.1 Datasets

4.2 Methodology

5 Experimental Setup

5.1 LLM-Generated Counterfactual Effectiveness

5.2 Exploring Model Robustness

5.3 Manual vs. LLM-Based Counterfactual Robustness

6 Findings and Discussion

6.1 LLM-Generated Counterfactual Effectiveness

6.2 Exploring Model Robustness

6.3 Manual vs. LLM-Based Counterfactual Robustness

6.4 Vision: Evading Harms of ChatGPT and Enabling Its Effective Usage

7 Conclusion and Future Work

Decentralized Search over Personal Online Datastores: Architecture and Performance Evaluation.

1 Introduction

3 Preliminaries and ESPRESSO Framework

3.1 Solid Framework

3.2 ESPRESSO Framework Overview

3.3 Indexing and Search over Pods

4 Experiments

4.1 Experimental Environment and Setup

4.2 Experimental Parameters

5 Experimental Results and Discussion

6 Limitations and Challenges Ahead

Recommendation on the Web

Tag-Aware Recommendation Based on Attention Mechanism and Disentangled Graph Neural Network

2.1 Tag-Aware Recommendation

2.2 GNN-Based Recommendation

3 Proposed Model

3.1 Problem Definition

3.2 Relational Graph Construction

3.3 Input and Embedding Layer

3.4 Graph Attention Module

3.5 Intent-Aware Module

3.6 Model Training

4.1 Experiment Setup

4.2 Performance Comparison

4.3 Hyper-parameter Analysis

5 Conclusion and Future Works

AutoMaster: Differentiable Graph Neural Network Architecture Search for Collaborative Filtering Recommendation

2.1 GNN-Based Collaborative Filtering

2.2 Graph Neural Network Architecture Search

3 Proposed Method

3.1 Problem Description

3.2 Search Design

3.3 Differentiable Search Strategy

3.4 Differentiable Search Strategy

3.5 Complexity Analysis of Architecture Search

4.1 Experimental Setup

4.3 Generalization Experiments on New Datasets

4.4 Hyperparameters and Ablation Experiments

A Multi-model Recurrent Knowledge Graph Embedding for Contextual Recommendations

3 The MRKGEC System

3.1 Data Modeling and Meta-path Mining

3.2 MRKGEC Architecture

4 Experimental Evaluation

4.1 Comparison

4.2 Context Impact.

5 Conclusion and Future Work

Data Augmentation Using BERT-Based Models for Aspect-Based Sentiment Analysis

2 Methodology

2.1 HAABSA++

2.2 Data Augmentation

3 Results

4 Conclusion

Streamlining Vocabulary Conversion to SKOS: A YAML-Based Approach to Facilitate Participation in the Semantic Web

3 Vocabulary Conversion

3.1 Intermediate Format Design

3.2 Conversion to SKOS

4.1 Vocabulary Selection

4.2 Vocabulary Quality Assessment

5 Conclusion

Advanced Tools, Frameworks, and Best Practices

The Open V2X Management Platform

3 O-V2X-MP Backend Overview

3.1 System Context Diagram

3.2 Container Diagram

3.3 Component Diagram

4 Value-Added Services

4.1 Billing Engine

4.2 RESTful APIs

4.3 Data Analytics Module

4.4 Cybersecurity Module

5 Conclusions and Future Work

DyST: Dynamic Specification Mining for Heterogenous IoT Systems with WoT

1.1 Problem Statement

1.2 Approach and Contributions

2 Background and Related Work

2.1 Web of Things

2.2 Specification Mining

2.3 Specification and Modeling of Distributed Systems

3 DyST Approach

3.1 Communication Traces Format

3.2 DFA Creation

3.3 Transformation into Regular Expressions

3.4 Sequence Diagram Extraction

3.5 Implementation

4.1 Evaluation Procedure

4.2 Case Studies

4.3 Evaluation Results

4.4 Timing Evaluation

SeamlessMDD: Framework for Seamless Integration of Generated and Hand-Written Code

3 SeamlessMDD Framework

3.1 Requirements

3.2 The SeamlessMDD Architecture

3.3 The Seamless Workflow.

4 Verification

5 Conclusion and Future Work

EdgER: Entity Resolution at the Edge for Next Generation Web Systems

2.1 Architecting the Web in the Cloud Continuum

2.2 Federated Learning

2.3 Entity Resolution

2.4 Data Quality

2.5 Anomaly Detection

3 EdgER: An Approach to Anomaly Detection at the Edge

3.1 EdgER Architecture

4 Case Study: Anomaly Detection in PhotoVoltaic Systems

4.1 Overall Architecture

4.2 Microservice Architecture Deployment

4.3 Results Discussion

Human-Centric Web Engineering: Privacy and Security

AuthApp - Portable, Reusable Solid App for GDPR-Compliant Access Granting

3 Concept and Architecture

4 Implementation

4.1 ACL and INTEROP Vocabularies

4.2 User Interface

4.3 Integration

4.4 Solid Pod Structure

5 Discussion

6 Conclusions

Hook-in Privacy Techniques for gRPC-Based Microservice Communication

2.1 Microservices Communication via gRPC

2.2 Technical Approaches for Privacy Techniques in Inter-Service Communication

2.3 Data Minimization and Purpose Limitation in Inter-Service Communication

3 Requirements

4 Approach

5 Implementation

5.1 Policy Administration and Decision

5.2 Policy Enforcement

5.3 Usage and Configuration Mechanism

6 Preliminary Performance Evaluation

7 Limitations, Future Work and Conclusion

Trusting Decentralized Web Data in a Solid-Based Social Network

3 TrADS

3.1 Architecture

3.2 Prototype

3.3 TrADS Qualitative Comparison

4 User Study

4.1 Procedure

4.2 Results

Combining Anti-typosquatting Techniques.

3 Detection Methodology

The Programmable World and Its Emerging Privacy Nightmare

2 Background and Motivation

2.1 Towards the Programmable World

2.2 Data-Related Concerns in IoT

3 Building Blocks and Design Goals

3.1 Design Goals

3.2 Building Blocks and Existing Technologies

4 Conclusions and Open Questions

Users' Behavior and User-Generated Content

Weakly-Supervised Left-Center-Right Context-Aware Aspect Category and Sentiment Classification

2.1 Single-Task ABSA

2.2 Multi-task ABSA

3 Data

4 Methodology

4.1 Task Formulation

4.2 Modified CASC

4.3 Training Setup

5 Results

5.1 Performance Measures and Baseline Models

5.2 Processed Data

5.3 Performance Results

6 Conclusion

Subjectivity, Polarity and the Aspect of Time in the Evolution of Crowd-Sourced Biographies

3 Methodology

3.1 Operation of Wikipedia

3.2 Dataset Collection

3.3 Dataset Description

3.4 Quantifying Subjectivity and Polarity

4 Results and Discussion

4.1 Data Preparation

4.2 Subjectivity and Polarity per Gender, Personality Category and Combined

4.3 Bias and Polarity Evolution over Time

Investigating the Usefulness of Product Reviews Through Bipolar Argumentation Frameworks

3 Preliminaries

3.1 Quantitative Bipolar Argumentation Frameworks

3.2 Dataset

3.3 NLP Techniques

4.1 Constructing QBAFs

4.2 Creating Argumentative Features

Interaction Design Patterns of Web Chatbots

1 Introduction and Related Work.

2 Methodology.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Stefanidis, Kostas Web Engineering

ISBN:

9783031623622