Computational History and Data-Driven Humanities : Second IFIP WG 12.7 International Workshop, CHDDH 2016, Dublin, Ireland, May 25, 2016, Revised Selected Papers / / edited by Bojan Bozic, Gavin Mendel-Gleason, Christophe Debruyne, Declan O'Sullivan

• Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016
• Edizione: 1st ed. 2016.
• Descrizione fisica: 1 online resource (X, 127 p. 29 illus.)
• Disciplina: 004
• Soggetto topico: Computer science; Data mining; Social sciences - Data processing; Database management; Artificial intelligence; Natural language processing (Computer science); Computer Science; Data Mining and Knowledge Discovery; Computer Application in Social and Behavioral Sciences; Database Management; Artificial Intelligence; Natural Language Processing (NLP)
• Persona (resp. second.): BozicBojan; Mendel-GleasonGavin; DebruyneChristophe; O'SullivanDeclan
• Nota di contenuto: Intro -- Preface -- Organization -- Contents -- Keynotes -- Ritual and Social Evolution: Understanding Social Complexity Through Data -- 1 Introducing Seshat -- 2 The Theory of Modes of Religiosity -- 3 Modes of Religiosity over Time and Space -- 4 Using Seshat to Test the Modes Theory -- References -- The Dacura Data Curation System -- 1 Introduction -- 2 Use Case and Requirements -- 3 Dacura System and Quality Control -- 4 Conclusion -- References -- Full Papers -- Digital History: Towards New Methodologies -- 1 Introduction -- 2 Tools and Data -- 3 Top-Down and Bottom-Up Approaches -- 3.1 Canonization of People -- 3.2 Tracing Concepts Through Time -- 4 Conclusions -- References -- Epidemics in Venice: On the Small or Large Nature of the Pre-modern World -- 1 Introduction -- 2 Method -- 2.1 Venice Transportation Network -- 2.2 Epidemic Model -- 3 Simulation -- 4 Conclusions -- References -- Neoclassica - A Multilingual Domain Ontology -- 1 Introduction -- 2 Neoclassica Framework -- 2.1 Epistemological Considerations -- 2.2 The Proposed Framework -- 3 Why a New Domain Ontology? -- 3.1 Basic Objective -- 3.2 CIDOC-CRM and Neoclassica -- 3.3 Current State -- 4 The Structure of the Neoclassica-Ontology -- 5 Practical Examples -- 5.1 Multilinguality and the Presence/Absence of Concepts in Languages -- 5.2 Descriptive Power -- 6 Conclusion and Outlook on Future Development -- References -- Improving Part-of-Speech Tagging of Historical Text by First Translating to Modern Text -- 1 Introduction -- 2 Related Work -- 3 Translation Methods -- 3.1 Machine Translation -- 3.2 Historical Lexicons -- 3.3 Extracting Lexicons from Parallel Text -- 3.4 Orthographic Rules -- 4 Part-of-Speech Tagging Evaluation -- 5 Concluding Remarks -- References -- The Sense and Sensibility of Different Sliding Windows in Constructing Co-occurrence Networks from Literature. ; 1 Introduction -- 2 Related Work -- 2.1 Social Networks in Literature -- 2.2 Term Co-occurrence Analysis -- 3 Methods -- 3.1 Data Preparation -- 3.2 Character Networks -- 3.3 Collinear Co-occurrence Window Strategy -- 3.4 Coplanar Co-occurrence Window Strategy -- 3.5 Combined Sliding Window Strategy -- 4 Results -- 4.1 Network Analysis -- 4.2 Discussion: Literary Implications for Character Networks -- 5 Conclusions -- References -- Storyteller: Visualizing Perspectives in Digital Humanities Projects -- 1 Introduction -- 2 Humanities Data and Visualizations -- 3 Storyteller -- 4 Visualizing the Data -- 4.1 Newsreader -- 4.2 BiographyNet -- 4.3 Embodied Emotions -- 4.4 Summary -- 5 Conclusions -- References -- Will Historians Ever Have Big Data? -- Abstract -- 1 Introduction -- 2 What Is 'Data?' -- 3 Three Challenges to Building Big Data Infrastructure for History -- 3.1 Revisiting the Complexity of Humanistic Data -- 3.2 Dealing with 'hidden' Data -- 3.3 Knowledge Organisation and Epistemics of Data -- 4 Conclusion -- Acknowledgements -- References -- Lightning Talks -- Object Classification in Images of Neoclassical Furniture Using Deep Learning -- 1 Introduction -- 2 Experiment -- 3 Conclusion -- References -- Publishing and Consuming Irish Administrative Boundaries as Linked Data -- 1 Introduction -- 2 OSi's Linked Data Platform -- 3 Consuming Ireland's Boundary Data -- 4 Conclusions and Future Work -- References -- Erratum to: Computational History and Data-Driven Humanities -- Erratum to: B. Bozic et al. (Eds.): Computational History and Data-Driven Humanities DOI: 10.1007/978-3-319-46224-0 -- Short Lightning Talks -- Automated Monitoring of Data Quality in Linked Data Systems -- Abstract -- 1 Introduction -- 2 Experiments -- 3 Conclusion and Future Work -- References. ; SWIMing: Supporting Use Case Data Requirements Modelling for Managing Data Across the Building Life Cycle -- Abstract -- 1 Introduction -- 2 Short Presentation of Work -- Author Index.
• Sommario/riassunto: This book constitutes the refereed post-proceedings of the Second IFIP WG 12.7 International Workshop on Computational History and Data-Driven Humanities, held in Dublin, Ireland, in May 2016. The 7 full papers presented together with 2 invited talks and 4 lightning talks were carefully reviewed and selected from 14 submissions. The papers focus on the challenge and opportunities of data-driven humanities and cover topics at the interface between computer science, social science, humanities, and mathematics.
• Titolo autorizzato: Computational History and Data-Driven Humanities
• ISBN: 3-319-46224-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910255003303321
• Lo trovi qui: Univ. Federico II
• Serie: IFIP Advances in Information and Communication Technology, . 1868-422X ; ; 482