Quality of information and communications technology : 13th International Conference, QUATIC 2020, Faro, Portugal, September 9-11, 2020, proceedings /: 13th International Conference, QUATIC 2020, Faro, Portugal, September 9-11, 2020, proceedings. (2020)

• Record Type: Book
• Other Titles: QUATIC 2020
• Further Information: Note: Martin Shepperd, Fernando Brito e Abreu, Alberto Rodrigues da Silva, Ricardo Pérez-Castillo (eds.).
• Other Names: Shepperd, Martin, 1959-; Abreu, Fernando Brito e; Rodrigues da Silva, Alberto; Perez-Castillo, Ricardo, 1984-; International Conference on the Quality of Information and Communications Technology, 13th
• Contents: Intro -- Preface -- Technical Papers Summary -- Invited Talks -- SEDES Doctoral Symposium -- Acknowledgments -- Organization -- Contents -- Quality Aspects in Machine Learning, AI and Data Analytics -- Perceived Quality of Artificial Intelligence in Smart Service Systems: A Structured Approach -- 1 Introduction -- 2 AI-Based Smart Service Systems -- 2.1 Characterization of Smart Service Systems -- 2.2 Artificial Intelligence in Smart Service Systems -- 3 Quality Aspects for Smart Service Systems -- 3.1 Relevance and Requirements 3.2 Existing Quality Concepts in the Context of Smart Service Systems -- 3.3 Assessment of Existing Approaches -- 4 Integrative Conceptual Framework for Quality Assessment of AI-Based Smart Service Systems -- 4.1 Structure of the Integrative Conceptual Framework -- 4.2 Quality Aspects for AI-Based Smart Service Systems -- 5 Summary and Outlook -- References -- Towards Guidelines for Assessing Qualities of Machine Learning Systems -- 1 Introduction -- 2 Related Work -- 3 Views on ML Systems -- 4 Quality Modeling for ML Systems -- 5 Discussion -- 6 Lessons Learned and Conclusions -- References Data Cleaning: A Case Study with OpenRefine and Trifacta Wrangler -- 1 Introduction -- 2 Data Quality and Cleaning -- 3 Case Study -- 3.1 Data Cleaning with OpenRefine -- 3.2 Data Cleaning with Trifacta Wrangler -- 4 Result Analysis -- 5 Conclusions -- References -- NSP Dataset and Offline Signature Verification -- 1 Introduction -- 2 Related Works -- 3 NSP Dataset Collection -- 4 Types of Signatures -- 5 Experiments -- 5.1 Experiment Results -- 6 Conclusion/Discussion -- References -- Evidence-Based Software Quality Engineering Applying Machine Learning in Technical Debt Management: Future Opportunities and Challenges -- 1 Introduction -- 2 Related Work and Background Information -- 3 Study Design -- 4 Results -- 5 TDM Through Machine Learning -- 6 Threats to Validity -- 7 Discussion/Conclusions -- References -- On the Temporality of Introducing Code Technical Debt -- 1 Introduction -- 2 Related Work -- 3 Background Information -- 3.1 Identifying New TD Items Along Evolution -- 3.2 Fluctuation of Software Metrics -- 4 Case Study Design -- 4.1 Research Questions -- 4.2 Cases and Units of Analysis -- 4.3 Data Collection 4.4 Data Analysis -- 5 Results -- 5.1 Fluctuation Analysis (RQ1) -- 5.2 Correlation Analysis: Fluctuation vs. Activity (RQ2) -- 6 Discussion -- 6.1 Interpretation of Results -- 6.2 Implications to Researchers and Practitioners -- 7 Threats to Validity -- 8 Conclusions -- References -- Is Complexity of Re-test a Reason Why Some Refactorings Are Buggy? an Empirical Perspective -- 1 Introduction -- 2 Preliminaries -- 2.1 Taxonomy of van Deursen and Moonen -- 2.2 Systems Analysed -- 2.3 V&M Decomposition -- 3 Data Analysis -- 3.1 Buggy Classes -- 3.2 Non-buggy Classes -- 4 Discussion
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 005.1; Information technology -- Quality control -- Congresses; Telecommunication -- Quality control -- Congresses; Quality assurance -- Congresses; Computer science; Software engineering; Application software; Artificial intelligence; Computer architecture; Information retrieval; Artificial intelligence; Systems analysis & design; Software Engineering; Computers -- Information Technology; Computers -- Intelligence (AI) & Semantics; Computers -- Software Development & Engineering -- General; Electronic books
• Languages: English
• ISBNs: 9783030587932; 3030587932
• Related ISBNs: 3030587924; 9783030587925
• Notes: Note: Online resource; title from PDF title page (viewed November 18, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.