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Applied Data Science in Tourism : Interdisciplinary Approaches, Methodologies, and Applications / / edited by Roman Egger
| Applied Data Science in Tourism : Interdisciplinary Approaches, Methodologies, and Applications / / edited by Roman Egger |
| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 |
| Descrizione fisica | 1 online resource (647 pages) |
| Disciplina |
338.4791
338.4791028557 |
| Collana | Tourism on the Verge |
| Soggetto topico |
Tourism
Management Artificial intelligence - Data processing Statistics Tourism Management Data Science Statistics in Business, Management, Economics, Finance, Insurance |
| ISBN |
9783030883898
9783030883881 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part I: Theoretical Fundaments -- AI and Big Data in Tourism -- Epistemological Challenges -- Data Science and Interdisciplinarity -- Data Science and Ethical Issues -- Web Scraping -- Part II: Machine Learning -- Machine Learning in Tourism: A Brief Overview -- Feature Engineering -- Clustering -- Dimensionality Reduction -- Classification -- Regression -- Hyperparameter Tuning -- Model Evaluation -- Interpretability of Machine Learning Models -- Part III: Natural Language Processing -- Natural Language Processing (NLP): An Introduction -- Text Representations and Word Embeddings -- Sentiment Analysis -- Topic Modelling -- Entity Matching: Matching Entities Between Multiple Data Sources -- Knowledge Graphs -- Part IV: Additional Methods -- Network Analysis -- Time Series Analysis -- Agent-Based Modelling -- Geographic Information System (GIS) -- Visual Data Analysis -- Software and Tools. |
| Record Nr. | UNINA-9910735382503321 |
| Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Open Tourism : Open Innovation, Crowdsourcing and Co-Creation Challenging the Tourism Industry / / edited by Roman Egger, Igor Gula, Dominik Walcher
| Open Tourism : Open Innovation, Crowdsourcing and Co-Creation Challenging the Tourism Industry / / edited by Roman Egger, Igor Gula, Dominik Walcher |
| Edizione | [1st ed. 2016.] |
| Pubbl/distr/stampa | Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2016 |
| Descrizione fisica | 1 online resource (478 p.) |
| Disciplina | 338.4791 |
| Collana | Tourism on the Verge |
| Soggetto topico |
Management
Industrial management Information technology Business - Data processing Marketing Innovation/Technology Management IT in Business |
| ISBN | 3-642-54089-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Part A: Theoretical Fundamentals and Concepts -- Part B: Case Studies - Information Level -- Part C: Case Studies - Creation Level -- Part D: Case Studies - Provision Level -- Part E: Further Open Tourism Examples and Cases. |
| Record Nr. | UNINA-9910741152103321 |
| Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||