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Leveraging Generative Intelligence in Digital Libraries : Towards Human-Machine Collaboration / / edited by Dion H. Goh, Shu-Jiun Chen, and Suppawong Tuarob
| Leveraging Generative Intelligence in Digital Libraries : Towards Human-Machine Collaboration / / edited by Dion H. Goh, Shu-Jiun Chen, and Suppawong Tuarob |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Singapore : , : Springe, , [2023] |
| Descrizione fisica | 1 online resource (281 pages) |
| Disciplina | 060 |
| Collana | Lecture Notes in Computer Science Series |
| Soggetto topico | Artificial intelligence |
| ISBN | 981-9980-88-7 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Design and Evaluation -- Development of the Polyglot Asian Medicine Knowledge Graph System -- 1 Introduction -- 2 Knowledge Graph Technologies Used -- 3 Designing the Knowledge Graph -- 4 Interface Design and Knowledge Graph Visualization -- 5 Conclusion -- References -- Understanding iPusnas User Experience Among Students, Workers, and Housewives -- 1 Background -- 2 Literature Review -- 2.1 iPusnas -- 2.2 User Experience and Usability -- 2.3 Usability Testing -- 2.4 User Experience Questionnaire (UEQ) -- 2.5 System Usability Scale (SUS) -- 3 Methodology -- 4 Result -- 4.1 Demographic Data -- 4.2 Quantitative Result -- 4.3 Qualitative Findings -- 5 Discussion -- 5.1 Main Findings -- 5.2 Research Implication -- 5.3 Recommendation -- 5.4 Limitations and Recommendations -- 6 Conclusion -- References -- Personalized Treasure Hunt Game for Proactive Museum Appreciation by Analyzing Guide App Operation Log -- 1 Introduction -- 2 Related Work -- 2.1 Treasure Hunt Game in Education -- 2.2 Gamification in Museum -- 2.3 Personalization of Museum Experience -- 3 Personalized Treasure Hunt Game Generation -- 3.1 System Overview -- 3.2 Estimate Player's Interest from Operating Log -- 3.3 Ranking Treasure Candidates by Generating Quizzes with Templates -- 3.4 Design to Facilitate Gamification -- 4 Evaluation -- 4.1 Evaluation Task -- 4.2 Compared Methods -- 4.3 Experimental Result -- 5 Discussion -- 6 Conclusion -- References -- Creating Digital LAM Content for Schools: Modelling User Involvement in Multi-organisational Context -- 1 Introduction -- 2 Conceptual Background -- 2.1 User-Centred Content Creation -- 2.2 The Impact of the Networked Nature of a Meta-organisation for Design Activities -- 3 Context of the Study, Data and Methods.
3.1 Context of the Study: Creating LAM Content for Education -- 3.2 Process and Participants -- 3.3 Methods -- 4 Results -- 5 Discussion -- 5.1 Reliability and Limitations -- 5.2 Proposals for Future Work -- 6 Conclusions and Recommendations -- References -- Using Information System Success Model to Explore Graduate Students' Satisfaction and Individual Impact Toward the Use of National Digital Library of Theses and Dissertations in Taiwan -- 1 Introduction -- 2 Research Method -- 3 Findings -- 4 Conclusion -- References -- Digital Archives and Data Management -- Emerging Trends in Content Management Systems (CMSs) for Library Websites: A Study of Selected Academic Libraries in the Philippines -- 1 Introduction -- 2 Related Literature -- 2.1 Websites for Communication and Its Management in Libraries -- 2.2 Content Management Systems for Library Website Management -- 2.3 Challenges of Using CMS -- 3 Methodology -- 4 Results and Discussion -- 4.1 Profile of Academic Libraries -- 4.2 CMS Profile of Libraries -- 5 Conclusion -- References -- The Pivotal Role of Preprint Platforms in Disseminating COVID-19 Research: A Global Investigation of Country-Level Activities -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion and Conclusion -- References -- The Semantic Mapping of RiC-CM to CIDOC-CRM -- 1 Introduction -- 2 Related Work -- 3 Conceptual Models for Archives and Cultural Heritage -- 4 The Mapping of RiC-CM to CIDOC-CRM -- 4.1 Mapping the Main RiC-CM Entities -- 4.2 Mapping the Relations of the Main RiC-CM Entities -- 4.3 Mapping the Attributes of the Main RiC-CM Entities -- 5 Conclusion -- References -- Automatically Detecting References from the Scholarly Literature to Records in Archives -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Crawling Documents and Extracting Citations -- 3.2 Detecting Archival References. 3.3 Sampling Citations for Annotation -- 3.4 Annotation Criteria and Annotation Process -- 4 Results -- 5 Conclusion and Future Work -- References -- Unveiling Archive Users: Understanding Their Characteristics and Motivations -- 1 Introduction -- 2 Archives and Their Users -- 3 Methodology -- 3.1 Survey Analysis -- 3.2 Initial User Profiling -- 3.3 Interviews with Archivists -- 3.4 Final User Profiling -- 4 Survey Analysis and Initial Profiling -- 5 Interviews with the Archivists and Final Profiling -- 5.1 Genealogical Research -- 5.2 Historical Research -- 5.3 Legal Purposes -- 5.4 Academic Work -- 5.5 Institutional Purposes -- 5.6 Publication Purposes -- 6 Conclusions -- References -- The Openness of Digital Archives in Japanese Universities and Its Opportunities -- 1 Introduction -- 2 Literature Review -- 3 Method -- 3.1 Sample -- 3.2 Survey Items -- 4 Results -- 4.1 Existence of Digital Archives -- 4.2 Visibility of Digital Archives -- 4.3 Availability of Information About Digital Archives on English and Japanese Websites -- 4.4 Openness of Digital Archives -- 4.5 Online Presentation of Digital Archives -- 4.6 Organization of Digital Archives -- 4.7 Availability of English Information on the Digital Archives -- 5 Discussion -- 5.1 Improving Presentation of Archives Online -- 5.2 Opportunities for Internationalization -- 5.3 Open Licensing -- 6 Conclusion -- References -- Scholarly Information Processing -- Toward Semantic Publishing in Non-invasive Brain Stimulation: A Comprehensive Analysis of rTMS Studies -- 1 Introduction -- 2 Background on rTMS Dosage Data Management -- 3 Supporting Semantic Technology and Semantification of rTMS Studied Doses -- 3.1 RTMS-KG - Findable, Accessible, Interoperable, and Reusable -- 4 Conclusion -- References -- Identifying Influential References in Scholarly Papers Using Citation Contexts -- 1 Introduction. 2 Related Work -- 3 Influential References and Citation Contexts -- 3.1 Contents of the Citing Sentence -- 3.2 Scope of Reference Tag -- 4 Method -- 4.1 Extracting Scope of Reference Tag -- 4.2 Classifying Citation Influence -- 5 Experiments -- 5.1 Datasets -- 5.2 Experimental Settings -- 5.3 Experimental Result -- 6 Discussion -- 6.1 Evaluation of Extracting Scope of Reference Tag -- 6.2 Case Study -- 7 Conclusion -- References -- Advantages of Data Reuse Based on Disciplinary Diversity and Citation Count -- 1 Introduction -- 2 Related Works -- 3 Data Collection -- 3.1 Datasets Selection -- 3.2 Selecting Articles that Reused These Datasets -- 3.3 Obtaining Publication's Research Fields -- 4 Result -- 4.1 Average Citation Counts of Articles Reusing Data -- 4.2 Distribution of Resources and Research Fields of Articles Reusing Data -- 5 Discussion -- 6 Conclusion -- References -- Scholarly Knowledge Graph Construction from Published Software Packages -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Mining Software Packages -- 3.2 Static Code Analysis -- 3.3 Identifying Scholarly Knowledge -- 3.4 Recompute the Research Results -- 3.5 Knowledge Graph Construction -- 4 Validation -- 5 Results and Discussion -- 6 Conclusions -- References -- Leveraging MRC Framework for Research Contribution Patterns Identification in Citation Sentences -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Task Formalization -- 3.2 Model Details -- 3.3 Dataset Construction -- 3.4 Experimental Setup -- 4 Results -- 4.1 Results for W2NER -- 4.2 Results for Manual Checking -- 4.3 Results for ChatGPT Annotating -- 5 Conclusion -- References -- Cited But Not Archived: Analyzing the Status of Code References in Scholarly Articles -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- Knowledge Extraction. Using Causal Threads to Explain Changes in a Dynamic System -- 1 Introduction -- 2 Semantic Models -- 2.1 Structured Descriptions -- 2.2 Discourse -- 2.3 Causation -- 3 Snowball Earth Example -- 3.1 Overview of Snowball Earth Theory -- 3.2 Semantic Model of the Snowball Earth Theory -- 3.3 User-Guided Graphical Interaction -- 3.4 System at Equilibrium -- 3.5 Causal Processes -- 4 Future Work -- 4.1 Incorporating Additional Details -- 4.2 Concurrency, Time, and Timelines -- 4.3 Multithreaded Narratives -- 4.4 Verbal Narrative Explanations and User Models -- 4.5 Graphical Animation -- 4.6 Process-Based Dynamic Knowledge Graphs -- 4.7 Relationship to Generative AI -- 5 Discussion -- References -- Increasing Reproducibility in Science by Interlinking Semantic Artifact Descriptions in a Knowledge Graph -- 1 Introduction -- 2 Related Work -- 3 FAIR-Based Reproducibility -- 4 Implementation -- 4.1 Reproducibility Score -- 4.2 Score Calculation -- 4.3 ORKG Templates -- 5 Reproducibility Score Use Cases -- 5.1 Papers with Code -- 6 Conclusion and Future Work -- References -- An End-to-End Table Structure Analysis Method Using Graph Attention Networks -- 1 Introduction -- 2 End-to-End Table Structure Analysis Method -- 2.1 Table Detection with CascadeTabNet -- 2.2 Horizontal Merge -- 2.3 Cell Generation -- 3 Experiments -- 3.1 Experimental Setup -- 3.2 Experimental Results -- 3.3 Effectiveness of the Created Table Dataset -- 4 Conclusion -- References -- Co-attention-Based Pairwise Learning for Author Name Disambiguation -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Co-attention-Based Model Architecture -- 4 Dataset -- 5 Experiment and Results -- 5.1 Experiment Setup -- 5.2 Impact of Random Projection -- 5.3 Model Comparison -- 5.4 Effect of Self and Co-attentions -- 6 Conclusion -- References. MuP-SciDocSum: Leveraging Multi-perspective Peer Review Summaries for Scientific Document Summarization. |
| Record Nr. | UNINA-9910767543003321 |
| Singapore : , : Springe, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Leveraging Generative Intelligence in Digital Libraries : Towards Human-Machine Collaboration : 25th International Conference on Asia-Pacific Digital Libraries, ICADL 2023 Taipei, Taiwan, December 4-7, 2023 Proceedings, Part I / / Dion H. Goh, Shu-Jiun Chen, and Suppawong Tuarob, editors
| Leveraging Generative Intelligence in Digital Libraries : Towards Human-Machine Collaboration : 25th International Conference on Asia-Pacific Digital Libraries, ICADL 2023 Taipei, Taiwan, December 4-7, 2023 Proceedings, Part I / / Dion H. Goh, Shu-Jiun Chen, and Suppawong Tuarob, editors |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (279 pages) |
| Disciplina | 025.00285 |
| Collana | Lecture Notes in Computer Science Series |
| Soggetto topico |
Digital libraries
Digital libraries - Asia Digital libraries - Pacific Area |
| ISBN | 981-9980-85-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- GAI and Digital Libraries -- Enhancing the Learning of Chinese Poem Creation Through an Auto-Generation and Evaluation System -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Automatic Generation System -- 3.2 Rule Judgment Subsystem -- 3.3 Scoring Subsystem -- 4 User Experiment -- 4.1 Experimental Design -- 4.2 Analysis Methods and Results -- 5 Discussion -- 6 Conclusions and Future Work -- References -- Evaluating the Use of Generative LLMs for Intralingual Diachronic Translation of Middle-Polish Texts into Contemporary Polish -- 1 Introduction -- 2 Related Work -- 3 Annotation with ChatGPT -- 4 Experiments -- 5 Evaluation -- 5.1 Automatic Evaluation -- 5.2 Human Evaluation -- 6 Conclusions -- References -- HistoChatbot: Educating History by Generating Quizzes in Social Network Services -- 1 Introduction -- 2 History-Related Data Collection -- 3 History-Focused Quiz Posting -- 4 Conclusions and Future Work -- References -- Investigation of ChatGPT Use in Research Data Retrieval -- 1 Introduction -- 2 Method -- 3 Results -- 4 Discussion -- 4.1 Comparison with Keyword Search -- 4.2 Characteristics of Research Data to Be Answered by ChatGPT -- 4.3 Devising Inputs to ChatGPT -- 4.4 About the Papers We Used -- 4.5 About the LLM Used -- 5 Conclusion -- References -- Aspect-Based Sentiment Analysis of Racial Issues in Singapore: Enhancing Model Performance Using ChatGPT -- 1 Introduction -- 2 Literature Review -- 2.1 Introduction to Aspect-Based Sentiment Analysis (ABSA) -- 2.2 Review of Race-Related Studies in Singapore -- 2.3 Existing Approaches to Address Data Imbalance -- 2.4 In-Context Learning -- 3 Methodology: ABSA for Social Media Analysis -- 3.1 Data Preparation -- 3.2 Method 1 - A Fine-Tuned ABSA Model.
3.3 Method 2 - Enhancing the Fine-Tuned ABSA Model Using ChatGPT: Addressing Data Imbalance -- 3.4 Method 3 - Improving the Fine-Tuned ABSA Model via In-context Learning -- 3.5 Performance Comparison -- 4 Analysis of Racial Issues in Singapore -- 5 Discussion -- 5.1 Limitations and Challenges -- 5.2 Implications for Future Research -- 6 Conclusion -- References -- Cultural Data Analysis -- Text Line Detection in Historical Index Tables: Evaluations on a New French PArish REcord Survey Dataset (PARES) -- 1 Introduction -- 2 Historical Index Table Dataset: PARES -- 2.1 PARES Dataset Description -- 2.2 Document Layout and Annotations -- 3 Document Image Analysis -- 4 Baselines for Text Line Extraction -- 4.1 Data Splits and Pre-processing -- 4.2 Implementations and Experiments -- 4.3 Results -- 5 Conclusion -- References -- Benchmarking NAS for Article Separation in Historical Newspapers -- 1 Introduction -- 2 The NAS Dataset -- 2.1 Annotation Guidelines -- 2.2 Statistics -- 3 Performance Evaluation Measures -- 3.1 Article Error Rate -- 3.2 Article Coverage Score -- 3.3 Proper Predicted Article -- 3.4 Segmentation -- 4 Experiments and Results -- 5 Conclusions -- References -- STRAS: A Semantic Textual-Cues Leveraged Rule-Based Approach for Article Separation in Historical Newspapers -- 1 Introduction -- 2 Preliminaries -- 2.1 Word Embedding Methods -- 2.2 Pre-trained Language Models -- 2.3 Newspaper Layout Analysis -- 3 Related Work -- 4 Proposed Methodology -- 4.1 Text-Region Embedding Generation -- 4.2 Text-Regions Similarity Computation and Categorization -- 4.3 Rule-Based Article Extraction -- 5 Datasets and Performance Evaluations Metrics -- 5.1 Data -- 5.2 Evaluation Metrics -- 6 Experiments and Results -- 6.1 Experimental Settings and Comparative Analysis -- 6.2 Results Discussion -- 7 Conclusions and Future Outlook -- References. Cultural Research Trends of Taiwan's Indigenous Peoples, 2000-2021 -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Results of the Information Analysis -- 4.1 Distribution of Literature Publication Eras -- 4.2 Distribution of Research Methods -- 4.3 Distribution of Research Topics -- 5 Findings and Recommendations -- References -- Integration Between Humanities and Technology: Using Digital Humanities Technology to Read the Gospel of Matthew -- 1 Introduction -- 2 Using Digital Humanities to Interpret the Gospel of Matthew -- 3 Changes in Students' Understanding of Textual Analysis and Digital Humanities -- 3.1 Learning Outcomes -- 3.2 Interview Responses -- 4 Conclusion -- References -- Social Media Analytics -- Appraisal of Paradise: A Sentiment Analysis Dataset of French Tourists' Experiences in French Polynesia -- 1 Introduction -- 2 Context of the Dataset -- 3 Dataset Presentation -- 3.1 Triplets -- 3.2 Data Preprocessing -- 3.3 Data Annotation -- 3.4 Curation of the Data -- 4 Dataset Features -- 5 Created Datasets -- 6 Data Format -- 7 Future Work -- 8 Conclusion -- 9 Limitations -- References -- SLHCat: Mapping Wikipedia Categories and Lists to DBpedia by Leveraging Semantic, Lexical, and Hierarchical Features -- 1 Introduction -- 2 Related Work -- 2.1 Ontology Alignment -- 2.2 CaLiGraph and Cat2Ax -- 2.3 Distant Supervision -- 2.4 Prompt-Based Learning -- 3 Problem Definition and Overview -- 4 Methodology -- 4.1 Model Architecture -- 4.2 Root Phrase Extraction -- 4.3 Sentence Embedding for Matching by Semantic Similarities -- 4.4 Propagating Classes Through CaLiGraph Hierarchy -- 4.5 Named Entity Typing on Wikipedia Article Titles -- 4.6 Resolving Results Predicted by Multiple Methods -- 4.7 BERT Finetuning -- 5 Experiments -- 5.1 Benchmark Dataset Construction -- 5.2 Experimental Settings -- 5.3 Results and Discussions. 6 Conclusion and Future work -- References -- Quantitative Analysis of Scholarly References on YouTube *12pt -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 4 Results and Discussion -- 4.1 Temporal Changes in the Number of Scholarly References and the Videos and Channels Associated with Them -- 4.2 Trends in Research Fields of Scholarly References and Characteristics of the Most Common Channels for Uploading Videos Associated with These References -- 5 Conclusion -- References -- TweetVi: A Tweet Visualisation Dashboard for Automatic Topic Classification and Sentiment Analysis -- 1 Introduction -- 2 TweetVi Conceptualisation -- 2.1 Data Collection and Preprocessing -- 2.2 Filtering -- 2.3 Topic Modeling -- 3 TweetVi Demonstration -- References -- Health Information Encountering: Topic Modelling and Sentiment Analysis of Pre- and Current-COVID-19 Tweets -- 1 Introduction -- 2 Related Works -- 2.1 Eliciting Health-Related Information -- 2.2 Information Encountering -- 3 Methodology -- 3.1 Data Collection -- 3.2 Topic Modelling and Sentiment Analysis -- 4 Results -- 4.1 Topic Modelling Results -- 4.2 Sentiment Analysis Results -- 5 Discussion -- 6 Conclusion -- References -- Information Retrieval -- Analyzing Web Search Queries of Before and After Purchase on e-Commerce Site -- 1 Introduction -- 2 Data -- 3 Extraction of Characteristic Words Used During Pre- And Post-purchase Queries and Their Classification into Query Intents -- 4 Time Series Analysis of Queries Based on Query Intents -- 4.1 Occurrences of Query Intents per 24 h -- 4.2 Occurrence of Query Intents per Query -- 5 Conclusion -- References -- Web Page Evaluation and Opinion Formation on Controversial Search Topics -- 1 Introduction -- 2 Related Work -- 2.1 Controversial Topics -- 2.2 Search Behavior -- 2.3 Opinion Formation -- 3 Methods -- 3.1 Procedure -- 3.2 Topics. 3.3 Pretask Questionnaire -- 3.4 Search Task -- 3.5 Posttask Questionnaire -- 3.6 Interview -- 3.7 Participants -- 4 Results -- 4.1 Web Page Evaluations Analysis -- 4.2 Opinion Formation Analysis -- 5 Discussion -- 5.1 Implications -- 5.2 Limitations -- 6 Conclusion -- References -- Applying a Vector Search Method in Reference Service Question-Answer Retrieval Systems -- 1 Introduction -- 2 Data Collection -- 3 System Implementation -- 3.1 System Architecture -- 3.2 Sentence-BERT (SBERT) -- 3.3 ElasticSearch (ES) -- 4 Conclusion and Future Work -- References -- QRDP: A System that Facilitates the Selection of English Materials for Translator Education -- 1 Introduction -- 2 Background -- 2.1 Translation as a Documentational Process -- 2.2 Selecting Materials for Translation Practice -- 3 Facilitating the Selection of Translation Materials -- 3.1 Requirements for the System -- 3.2 QRDP: The System Prototype -- 4 Conclusions and Outlook -- References -- A Privacy-Preserving Technique to Identify the Useful Content of Documents Owned by Multiple Institutes -- 1 Introduction -- 1.1 Background -- 1.2 Study Objective -- 2 Problem Setting -- 3 Proposed Method -- 3.1 Basic Concept -- 3.2 Proposed Method -- 4 Empirical Experiments -- 4.1 Preprocessing of the Feedback Documents -- 4.2 Methods -- 4.3 Results -- 5 Discussion and Conclusion -- References -- Information Seeking and Use -- An Empirical Analysis of Newcomers' Contributions to Software-Engineering Conferences -- 1 Introduction -- 2 Background and Related Work -- 3 Methodology -- 3.1 Goal and Research Questions -- 3.2 Data Collection -- 3.3 Data Analysis -- 4 Results and Discussion -- 4.1 [ro:newAuthors]RQ1: Proportion of Newcomers -- 4.2 [ro:dbrNewAuthors]RQ2: Double-Blind Reviewing -- 5 Threats to Validity -- 6 Conclusion -- References. Examining Digital Humanities Tools Used by Taiwanese Historians with the Digital Visitors and Residents Framework. |
| Record Nr. | UNINA-9910767540303321 |
| Singapore : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Leveraging Generative Intelligence in Digital Libraries : Towards Human-Machine Collaboration / / edited by Dion H. Goh, Shu-Jiun Chen, and Suppawong Tuarob
| Leveraging Generative Intelligence in Digital Libraries : Towards Human-Machine Collaboration / / edited by Dion H. Goh, Shu-Jiun Chen, and Suppawong Tuarob |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Singapore : , : Springe, , [2023] |
| Descrizione fisica | 1 online resource (281 pages) |
| Disciplina | 060 |
| Collana | Lecture Notes in Computer Science Series |
| Soggetto topico | Artificial intelligence |
| ISBN | 981-9980-88-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part II -- Contents - Part I -- Design and Evaluation -- Development of the Polyglot Asian Medicine Knowledge Graph System -- 1 Introduction -- 2 Knowledge Graph Technologies Used -- 3 Designing the Knowledge Graph -- 4 Interface Design and Knowledge Graph Visualization -- 5 Conclusion -- References -- Understanding iPusnas User Experience Among Students, Workers, and Housewives -- 1 Background -- 2 Literature Review -- 2.1 iPusnas -- 2.2 User Experience and Usability -- 2.3 Usability Testing -- 2.4 User Experience Questionnaire (UEQ) -- 2.5 System Usability Scale (SUS) -- 3 Methodology -- 4 Result -- 4.1 Demographic Data -- 4.2 Quantitative Result -- 4.3 Qualitative Findings -- 5 Discussion -- 5.1 Main Findings -- 5.2 Research Implication -- 5.3 Recommendation -- 5.4 Limitations and Recommendations -- 6 Conclusion -- References -- Personalized Treasure Hunt Game for Proactive Museum Appreciation by Analyzing Guide App Operation Log -- 1 Introduction -- 2 Related Work -- 2.1 Treasure Hunt Game in Education -- 2.2 Gamification in Museum -- 2.3 Personalization of Museum Experience -- 3 Personalized Treasure Hunt Game Generation -- 3.1 System Overview -- 3.2 Estimate Player's Interest from Operating Log -- 3.3 Ranking Treasure Candidates by Generating Quizzes with Templates -- 3.4 Design to Facilitate Gamification -- 4 Evaluation -- 4.1 Evaluation Task -- 4.2 Compared Methods -- 4.3 Experimental Result -- 5 Discussion -- 6 Conclusion -- References -- Creating Digital LAM Content for Schools: Modelling User Involvement in Multi-organisational Context -- 1 Introduction -- 2 Conceptual Background -- 2.1 User-Centred Content Creation -- 2.2 The Impact of the Networked Nature of a Meta-organisation for Design Activities -- 3 Context of the Study, Data and Methods.
3.1 Context of the Study: Creating LAM Content for Education -- 3.2 Process and Participants -- 3.3 Methods -- 4 Results -- 5 Discussion -- 5.1 Reliability and Limitations -- 5.2 Proposals for Future Work -- 6 Conclusions and Recommendations -- References -- Using Information System Success Model to Explore Graduate Students' Satisfaction and Individual Impact Toward the Use of National Digital Library of Theses and Dissertations in Taiwan -- 1 Introduction -- 2 Research Method -- 3 Findings -- 4 Conclusion -- References -- Digital Archives and Data Management -- Emerging Trends in Content Management Systems (CMSs) for Library Websites: A Study of Selected Academic Libraries in the Philippines -- 1 Introduction -- 2 Related Literature -- 2.1 Websites for Communication and Its Management in Libraries -- 2.2 Content Management Systems for Library Website Management -- 2.3 Challenges of Using CMS -- 3 Methodology -- 4 Results and Discussion -- 4.1 Profile of Academic Libraries -- 4.2 CMS Profile of Libraries -- 5 Conclusion -- References -- The Pivotal Role of Preprint Platforms in Disseminating COVID-19 Research: A Global Investigation of Country-Level Activities -- 1 Introduction -- 2 Methods -- 3 Results -- 4 Discussion and Conclusion -- References -- The Semantic Mapping of RiC-CM to CIDOC-CRM -- 1 Introduction -- 2 Related Work -- 3 Conceptual Models for Archives and Cultural Heritage -- 4 The Mapping of RiC-CM to CIDOC-CRM -- 4.1 Mapping the Main RiC-CM Entities -- 4.2 Mapping the Relations of the Main RiC-CM Entities -- 4.3 Mapping the Attributes of the Main RiC-CM Entities -- 5 Conclusion -- References -- Automatically Detecting References from the Scholarly Literature to Records in Archives -- 1 Introduction -- 2 Related Work -- 3 Methods -- 3.1 Crawling Documents and Extracting Citations -- 3.2 Detecting Archival References. 3.3 Sampling Citations for Annotation -- 3.4 Annotation Criteria and Annotation Process -- 4 Results -- 5 Conclusion and Future Work -- References -- Unveiling Archive Users: Understanding Their Characteristics and Motivations -- 1 Introduction -- 2 Archives and Their Users -- 3 Methodology -- 3.1 Survey Analysis -- 3.2 Initial User Profiling -- 3.3 Interviews with Archivists -- 3.4 Final User Profiling -- 4 Survey Analysis and Initial Profiling -- 5 Interviews with the Archivists and Final Profiling -- 5.1 Genealogical Research -- 5.2 Historical Research -- 5.3 Legal Purposes -- 5.4 Academic Work -- 5.5 Institutional Purposes -- 5.6 Publication Purposes -- 6 Conclusions -- References -- The Openness of Digital Archives in Japanese Universities and Its Opportunities -- 1 Introduction -- 2 Literature Review -- 3 Method -- 3.1 Sample -- 3.2 Survey Items -- 4 Results -- 4.1 Existence of Digital Archives -- 4.2 Visibility of Digital Archives -- 4.3 Availability of Information About Digital Archives on English and Japanese Websites -- 4.4 Openness of Digital Archives -- 4.5 Online Presentation of Digital Archives -- 4.6 Organization of Digital Archives -- 4.7 Availability of English Information on the Digital Archives -- 5 Discussion -- 5.1 Improving Presentation of Archives Online -- 5.2 Opportunities for Internationalization -- 5.3 Open Licensing -- 6 Conclusion -- References -- Scholarly Information Processing -- Toward Semantic Publishing in Non-invasive Brain Stimulation: A Comprehensive Analysis of rTMS Studies -- 1 Introduction -- 2 Background on rTMS Dosage Data Management -- 3 Supporting Semantic Technology and Semantification of rTMS Studied Doses -- 3.1 RTMS-KG - Findable, Accessible, Interoperable, and Reusable -- 4 Conclusion -- References -- Identifying Influential References in Scholarly Papers Using Citation Contexts -- 1 Introduction. 2 Related Work -- 3 Influential References and Citation Contexts -- 3.1 Contents of the Citing Sentence -- 3.2 Scope of Reference Tag -- 4 Method -- 4.1 Extracting Scope of Reference Tag -- 4.2 Classifying Citation Influence -- 5 Experiments -- 5.1 Datasets -- 5.2 Experimental Settings -- 5.3 Experimental Result -- 6 Discussion -- 6.1 Evaluation of Extracting Scope of Reference Tag -- 6.2 Case Study -- 7 Conclusion -- References -- Advantages of Data Reuse Based on Disciplinary Diversity and Citation Count -- 1 Introduction -- 2 Related Works -- 3 Data Collection -- 3.1 Datasets Selection -- 3.2 Selecting Articles that Reused These Datasets -- 3.3 Obtaining Publication's Research Fields -- 4 Result -- 4.1 Average Citation Counts of Articles Reusing Data -- 4.2 Distribution of Resources and Research Fields of Articles Reusing Data -- 5 Discussion -- 6 Conclusion -- References -- Scholarly Knowledge Graph Construction from Published Software Packages -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Mining Software Packages -- 3.2 Static Code Analysis -- 3.3 Identifying Scholarly Knowledge -- 3.4 Recompute the Research Results -- 3.5 Knowledge Graph Construction -- 4 Validation -- 5 Results and Discussion -- 6 Conclusions -- References -- Leveraging MRC Framework for Research Contribution Patterns Identification in Citation Sentences -- 1 Introduction -- 2 Related Work -- 3 Method -- 3.1 Task Formalization -- 3.2 Model Details -- 3.3 Dataset Construction -- 3.4 Experimental Setup -- 4 Results -- 4.1 Results for W2NER -- 4.2 Results for Manual Checking -- 4.3 Results for ChatGPT Annotating -- 5 Conclusion -- References -- Cited But Not Archived: Analyzing the Status of Code References in Scholarly Articles -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 4 Results -- 5 Discussion -- 6 Conclusions -- References -- Knowledge Extraction. Using Causal Threads to Explain Changes in a Dynamic System -- 1 Introduction -- 2 Semantic Models -- 2.1 Structured Descriptions -- 2.2 Discourse -- 2.3 Causation -- 3 Snowball Earth Example -- 3.1 Overview of Snowball Earth Theory -- 3.2 Semantic Model of the Snowball Earth Theory -- 3.3 User-Guided Graphical Interaction -- 3.4 System at Equilibrium -- 3.5 Causal Processes -- 4 Future Work -- 4.1 Incorporating Additional Details -- 4.2 Concurrency, Time, and Timelines -- 4.3 Multithreaded Narratives -- 4.4 Verbal Narrative Explanations and User Models -- 4.5 Graphical Animation -- 4.6 Process-Based Dynamic Knowledge Graphs -- 4.7 Relationship to Generative AI -- 5 Discussion -- References -- Increasing Reproducibility in Science by Interlinking Semantic Artifact Descriptions in a Knowledge Graph -- 1 Introduction -- 2 Related Work -- 3 FAIR-Based Reproducibility -- 4 Implementation -- 4.1 Reproducibility Score -- 4.2 Score Calculation -- 4.3 ORKG Templates -- 5 Reproducibility Score Use Cases -- 5.1 Papers with Code -- 6 Conclusion and Future Work -- References -- An End-to-End Table Structure Analysis Method Using Graph Attention Networks -- 1 Introduction -- 2 End-to-End Table Structure Analysis Method -- 2.1 Table Detection with CascadeTabNet -- 2.2 Horizontal Merge -- 2.3 Cell Generation -- 3 Experiments -- 3.1 Experimental Setup -- 3.2 Experimental Results -- 3.3 Effectiveness of the Created Table Dataset -- 4 Conclusion -- References -- Co-attention-Based Pairwise Learning for Author Name Disambiguation -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Co-attention-Based Model Architecture -- 4 Dataset -- 5 Experiment and Results -- 5.1 Experiment Setup -- 5.2 Impact of Random Projection -- 5.3 Model Comparison -- 5.4 Effect of Self and Co-attentions -- 6 Conclusion -- References. MuP-SciDocSum: Leveraging Multi-perspective Peer Review Summaries for Scientific Document Summarization. |
| Record Nr. | UNISA-996565867603316 |
| Singapore : , : Springe, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
| ||
Leveraging Generative Intelligence in Digital Libraries : Towards Human-Machine Collaboration : 25th International Conference on Asia-Pacific Digital Libraries, ICADL 2023 Taipei, Taiwan, December 4-7, 2023 Proceedings, Part I / / Dion H. Goh, Shu-Jiun Chen, and Suppawong Tuarob, editors
| Leveraging Generative Intelligence in Digital Libraries : Towards Human-Machine Collaboration : 25th International Conference on Asia-Pacific Digital Libraries, ICADL 2023 Taipei, Taiwan, December 4-7, 2023 Proceedings, Part I / / Dion H. Goh, Shu-Jiun Chen, and Suppawong Tuarob, editors |
| Edizione | [First edition.] |
| Pubbl/distr/stampa | Singapore : , : Springer, , [2023] |
| Descrizione fisica | 1 online resource (279 pages) |
| Disciplina | 025.00285 |
| Collana | Lecture Notes in Computer Science Series |
| Soggetto topico |
Digital libraries
Digital libraries - Asia Digital libraries - Pacific Area |
| ISBN | 981-9980-85-2 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Intro -- Preface -- Organization -- Contents - Part I -- Contents - Part II -- GAI and Digital Libraries -- Enhancing the Learning of Chinese Poem Creation Through an Auto-Generation and Evaluation System -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 3.1 Automatic Generation System -- 3.2 Rule Judgment Subsystem -- 3.3 Scoring Subsystem -- 4 User Experiment -- 4.1 Experimental Design -- 4.2 Analysis Methods and Results -- 5 Discussion -- 6 Conclusions and Future Work -- References -- Evaluating the Use of Generative LLMs for Intralingual Diachronic Translation of Middle-Polish Texts into Contemporary Polish -- 1 Introduction -- 2 Related Work -- 3 Annotation with ChatGPT -- 4 Experiments -- 5 Evaluation -- 5.1 Automatic Evaluation -- 5.2 Human Evaluation -- 6 Conclusions -- References -- HistoChatbot: Educating History by Generating Quizzes in Social Network Services -- 1 Introduction -- 2 History-Related Data Collection -- 3 History-Focused Quiz Posting -- 4 Conclusions and Future Work -- References -- Investigation of ChatGPT Use in Research Data Retrieval -- 1 Introduction -- 2 Method -- 3 Results -- 4 Discussion -- 4.1 Comparison with Keyword Search -- 4.2 Characteristics of Research Data to Be Answered by ChatGPT -- 4.3 Devising Inputs to ChatGPT -- 4.4 About the Papers We Used -- 4.5 About the LLM Used -- 5 Conclusion -- References -- Aspect-Based Sentiment Analysis of Racial Issues in Singapore: Enhancing Model Performance Using ChatGPT -- 1 Introduction -- 2 Literature Review -- 2.1 Introduction to Aspect-Based Sentiment Analysis (ABSA) -- 2.2 Review of Race-Related Studies in Singapore -- 2.3 Existing Approaches to Address Data Imbalance -- 2.4 In-Context Learning -- 3 Methodology: ABSA for Social Media Analysis -- 3.1 Data Preparation -- 3.2 Method 1 - A Fine-Tuned ABSA Model.
3.3 Method 2 - Enhancing the Fine-Tuned ABSA Model Using ChatGPT: Addressing Data Imbalance -- 3.4 Method 3 - Improving the Fine-Tuned ABSA Model via In-context Learning -- 3.5 Performance Comparison -- 4 Analysis of Racial Issues in Singapore -- 5 Discussion -- 5.1 Limitations and Challenges -- 5.2 Implications for Future Research -- 6 Conclusion -- References -- Cultural Data Analysis -- Text Line Detection in Historical Index Tables: Evaluations on a New French PArish REcord Survey Dataset (PARES) -- 1 Introduction -- 2 Historical Index Table Dataset: PARES -- 2.1 PARES Dataset Description -- 2.2 Document Layout and Annotations -- 3 Document Image Analysis -- 4 Baselines for Text Line Extraction -- 4.1 Data Splits and Pre-processing -- 4.2 Implementations and Experiments -- 4.3 Results -- 5 Conclusion -- References -- Benchmarking NAS for Article Separation in Historical Newspapers -- 1 Introduction -- 2 The NAS Dataset -- 2.1 Annotation Guidelines -- 2.2 Statistics -- 3 Performance Evaluation Measures -- 3.1 Article Error Rate -- 3.2 Article Coverage Score -- 3.3 Proper Predicted Article -- 3.4 Segmentation -- 4 Experiments and Results -- 5 Conclusions -- References -- STRAS: A Semantic Textual-Cues Leveraged Rule-Based Approach for Article Separation in Historical Newspapers -- 1 Introduction -- 2 Preliminaries -- 2.1 Word Embedding Methods -- 2.2 Pre-trained Language Models -- 2.3 Newspaper Layout Analysis -- 3 Related Work -- 4 Proposed Methodology -- 4.1 Text-Region Embedding Generation -- 4.2 Text-Regions Similarity Computation and Categorization -- 4.3 Rule-Based Article Extraction -- 5 Datasets and Performance Evaluations Metrics -- 5.1 Data -- 5.2 Evaluation Metrics -- 6 Experiments and Results -- 6.1 Experimental Settings and Comparative Analysis -- 6.2 Results Discussion -- 7 Conclusions and Future Outlook -- References. Cultural Research Trends of Taiwan's Indigenous Peoples, 2000-2021 -- 1 Introduction -- 2 Literature Review -- 3 Research Methodology -- 4 Results of the Information Analysis -- 4.1 Distribution of Literature Publication Eras -- 4.2 Distribution of Research Methods -- 4.3 Distribution of Research Topics -- 5 Findings and Recommendations -- References -- Integration Between Humanities and Technology: Using Digital Humanities Technology to Read the Gospel of Matthew -- 1 Introduction -- 2 Using Digital Humanities to Interpret the Gospel of Matthew -- 3 Changes in Students' Understanding of Textual Analysis and Digital Humanities -- 3.1 Learning Outcomes -- 3.2 Interview Responses -- 4 Conclusion -- References -- Social Media Analytics -- Appraisal of Paradise: A Sentiment Analysis Dataset of French Tourists' Experiences in French Polynesia -- 1 Introduction -- 2 Context of the Dataset -- 3 Dataset Presentation -- 3.1 Triplets -- 3.2 Data Preprocessing -- 3.3 Data Annotation -- 3.4 Curation of the Data -- 4 Dataset Features -- 5 Created Datasets -- 6 Data Format -- 7 Future Work -- 8 Conclusion -- 9 Limitations -- References -- SLHCat: Mapping Wikipedia Categories and Lists to DBpedia by Leveraging Semantic, Lexical, and Hierarchical Features -- 1 Introduction -- 2 Related Work -- 2.1 Ontology Alignment -- 2.2 CaLiGraph and Cat2Ax -- 2.3 Distant Supervision -- 2.4 Prompt-Based Learning -- 3 Problem Definition and Overview -- 4 Methodology -- 4.1 Model Architecture -- 4.2 Root Phrase Extraction -- 4.3 Sentence Embedding for Matching by Semantic Similarities -- 4.4 Propagating Classes Through CaLiGraph Hierarchy -- 4.5 Named Entity Typing on Wikipedia Article Titles -- 4.6 Resolving Results Predicted by Multiple Methods -- 4.7 BERT Finetuning -- 5 Experiments -- 5.1 Benchmark Dataset Construction -- 5.2 Experimental Settings -- 5.3 Results and Discussions. 6 Conclusion and Future work -- References -- Quantitative Analysis of Scholarly References on YouTube *12pt -- 1 Introduction -- 2 Related Work -- 3 Materials and Methods -- 4 Results and Discussion -- 4.1 Temporal Changes in the Number of Scholarly References and the Videos and Channels Associated with Them -- 4.2 Trends in Research Fields of Scholarly References and Characteristics of the Most Common Channels for Uploading Videos Associated with These References -- 5 Conclusion -- References -- TweetVi: A Tweet Visualisation Dashboard for Automatic Topic Classification and Sentiment Analysis -- 1 Introduction -- 2 TweetVi Conceptualisation -- 2.1 Data Collection and Preprocessing -- 2.2 Filtering -- 2.3 Topic Modeling -- 3 TweetVi Demonstration -- References -- Health Information Encountering: Topic Modelling and Sentiment Analysis of Pre- and Current-COVID-19 Tweets -- 1 Introduction -- 2 Related Works -- 2.1 Eliciting Health-Related Information -- 2.2 Information Encountering -- 3 Methodology -- 3.1 Data Collection -- 3.2 Topic Modelling and Sentiment Analysis -- 4 Results -- 4.1 Topic Modelling Results -- 4.2 Sentiment Analysis Results -- 5 Discussion -- 6 Conclusion -- References -- Information Retrieval -- Analyzing Web Search Queries of Before and After Purchase on e-Commerce Site -- 1 Introduction -- 2 Data -- 3 Extraction of Characteristic Words Used During Pre- And Post-purchase Queries and Their Classification into Query Intents -- 4 Time Series Analysis of Queries Based on Query Intents -- 4.1 Occurrences of Query Intents per 24 h -- 4.2 Occurrence of Query Intents per Query -- 5 Conclusion -- References -- Web Page Evaluation and Opinion Formation on Controversial Search Topics -- 1 Introduction -- 2 Related Work -- 2.1 Controversial Topics -- 2.2 Search Behavior -- 2.3 Opinion Formation -- 3 Methods -- 3.1 Procedure -- 3.2 Topics. 3.3 Pretask Questionnaire -- 3.4 Search Task -- 3.5 Posttask Questionnaire -- 3.6 Interview -- 3.7 Participants -- 4 Results -- 4.1 Web Page Evaluations Analysis -- 4.2 Opinion Formation Analysis -- 5 Discussion -- 5.1 Implications -- 5.2 Limitations -- 6 Conclusion -- References -- Applying a Vector Search Method in Reference Service Question-Answer Retrieval Systems -- 1 Introduction -- 2 Data Collection -- 3 System Implementation -- 3.1 System Architecture -- 3.2 Sentence-BERT (SBERT) -- 3.3 ElasticSearch (ES) -- 4 Conclusion and Future Work -- References -- QRDP: A System that Facilitates the Selection of English Materials for Translator Education -- 1 Introduction -- 2 Background -- 2.1 Translation as a Documentational Process -- 2.2 Selecting Materials for Translation Practice -- 3 Facilitating the Selection of Translation Materials -- 3.1 Requirements for the System -- 3.2 QRDP: The System Prototype -- 4 Conclusions and Outlook -- References -- A Privacy-Preserving Technique to Identify the Useful Content of Documents Owned by Multiple Institutes -- 1 Introduction -- 1.1 Background -- 1.2 Study Objective -- 2 Problem Setting -- 3 Proposed Method -- 3.1 Basic Concept -- 3.2 Proposed Method -- 4 Empirical Experiments -- 4.1 Preprocessing of the Feedback Documents -- 4.2 Methods -- 4.3 Results -- 5 Discussion and Conclusion -- References -- Information Seeking and Use -- An Empirical Analysis of Newcomers' Contributions to Software-Engineering Conferences -- 1 Introduction -- 2 Background and Related Work -- 3 Methodology -- 3.1 Goal and Research Questions -- 3.2 Data Collection -- 3.3 Data Analysis -- 4 Results and Discussion -- 4.1 [ro:newAuthors]RQ1: Proportion of Newcomers -- 4.2 [ro:dbrNewAuthors]RQ2: Double-Blind Reviewing -- 5 Threats to Validity -- 6 Conclusion -- References. Examining Digital Humanities Tools Used by Taiwanese Historians with the Digital Visitors and Residents Framework. |
| Record Nr. | UNISA-996565867503316 |
| Singapore : , : Springer, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. di Salerno | ||
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