Information Retrieval and Social Media Mining
This book presents diverse contributions related to some of the latest advances in the field of personalization and recommender systems, as well as social media and sentiment analysis. The work comprises several articles that address different problems in these areas by means of recent techniques su...
-д хадгалсан:
| Формат: | Online |
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| Хэл сонгох: | англи |
| Хэвлэсэн: |
MDPI - Multidisciplinary Digital Publishing Institute
2021
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| Нөхцлүүд: | |
| Онлайн хандалт: | ONIX_20210501_9783036502465_202 |
| Шошгууд: |
Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!
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| _version_ | 1869523404030214144 |
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| collection | Directory of Open Access Books |
| description | This book presents diverse contributions related to some of the latest advances in the field of personalization and recommender systems, as well as social media and sentiment analysis. The work comprises several articles that address different problems in these areas by means of recent techniques such as deep learning, methods to analyze the structure and the dynamics of social networks, and modern language processing approaches for sentiment analysis, among others. The proposals included in the book are representative of some highly topical research directions and cover different application domains where they have been validated. These go from the recommendation of hotels, movies, music, documents, or pharmacy cross-selling to sentiment analysis in the field of telemedicine and opinion mining on news, also including the study of social capital on social media and dynamics aspects of the Twitter social network. |
| format | Online |
| id | doab-20.500.12854ir-68456 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | MDPI - Multidisciplinary Digital Publishing Institute |
| publisherStr | MDPI - Multidisciplinary Digital Publishing Institute |
| record_format | ojs |
| spelling | doab-20.500.12854ir-684562024-04-11T15:10:24Z Information Retrieval and Social Media Mining Moreno García, María N. music recommender systems social influence social trust homophily collaborative filtering streaming services ego network events network dynamics Twitter hybrid recommender systems feedback collection digital libraries information retrieval real-world data open-access social capital social media operationalization measurement scoping review graph convolutional neural network recommender system cross-sales pharmacy popularity bias opinion mining opinion summarization topic modeling semantic similarity measures word embeddings text mining sentiment analysis Web-based questionnaire telemedicine telemonitoring telehomecare recommender systems utility multi-criteria penalty over-expectation under-expectation n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology This book presents diverse contributions related to some of the latest advances in the field of personalization and recommender systems, as well as social media and sentiment analysis. The work comprises several articles that address different problems in these areas by means of recent techniques such as deep learning, methods to analyze the structure and the dynamics of social networks, and modern language processing approaches for sentiment analysis, among others. The proposals included in the book are representative of some highly topical research directions and cover different application domains where they have been validated. These go from the recommendation of hotels, movies, music, documents, or pharmacy cross-selling to sentiment analysis in the field of telemedicine and opinion mining on news, also including the study of social capital on social media and dynamics aspects of the Twitter social network. 2021-05-01T15:10:32Z 2021-05-01T15:10:32Z 2021 book ONIX_20210501_9783036502465_202 9783036502465 9783036502472 https://directory.doabooks.org/handle/20.500.12854/68456 eng application/octet-stream Attribution 4.0 International https://mdpi.com/books/pdfview/book/3473 https://mdpi.com/books/pdfview/book/3473 MDPI - Multidisciplinary Digital Publishing Institute 10.3390/books978-3-0365-0247-2 10.3390/books978-3-0365-0247-2 46cabcaa-dd94-4bfe-87b4-55023c1b36d0 9783036502465 9783036502472 144 Basel, Switzerland open access |
| spellingShingle | music recommender systems social influence social trust homophily collaborative filtering streaming services ego network events network dynamics hybrid recommender systems feedback collection digital libraries information retrieval real-world data open-access social capital social media operationalization measurement scoping review graph convolutional neural network recommender system cross-sales pharmacy popularity bias opinion mining opinion summarization topic modeling semantic similarity measures word embeddings text mining sentiment analysis Web-based questionnaire telemedicine telemonitoring telehomecare recommender systems utility multi-criteria penalty over-expectation under-expectation n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology Information Retrieval and Social Media Mining |
| title | Information Retrieval and Social Media Mining |
| title_full | Information Retrieval and Social Media Mining |
| title_fullStr | Information Retrieval and Social Media Mining |
| title_full_unstemmed | Information Retrieval and Social Media Mining |
| title_short | Information Retrieval and Social Media Mining |
| title_sort | information retrieval and social media mining |
| topic | music recommender systems social influence social trust homophily collaborative filtering streaming services ego network events network dynamics hybrid recommender systems feedback collection digital libraries information retrieval real-world data open-access social capital social media operationalization measurement scoping review graph convolutional neural network recommender system cross-sales pharmacy popularity bias opinion mining opinion summarization topic modeling semantic similarity measures word embeddings text mining sentiment analysis Web-based questionnaire telemedicine telemonitoring telehomecare recommender systems utility multi-criteria penalty over-expectation under-expectation n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| topic_facet | music recommender systems social influence social trust homophily collaborative filtering streaming services ego network events network dynamics hybrid recommender systems feedback collection digital libraries information retrieval real-world data open-access social capital social media operationalization measurement scoping review graph convolutional neural network recommender system cross-sales pharmacy popularity bias opinion mining opinion summarization topic modeling semantic similarity measures word embeddings text mining sentiment analysis Web-based questionnaire telemedicine telemonitoring telehomecare recommender systems utility multi-criteria penalty over-expectation under-expectation n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology |
| url | ONIX_20210501_9783036502465_202 |