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At the same time, improvements in speech technology enable many spoken conversations to be transcribed. Individuals and organizations engage in email exchanges, face-to-face meetings, blogging, texting and other social media activities. The advances in natural language processing provide ample opportunities for these \"informal documents\" to be analyzed and mined, thus creating numerous new and valuable applications. This book presents a set of computational methods to extract information from conversational data, and to provide natural language summaries of the data. The book begins with an overview of basic concepts, such as the differences between extractive and abstractive summaries, and metrics for evaluating the effectiveness of summarization and various extraction tasks. It also describes some of the benchmark corpora used in the literature. The book introducesextraction and mining methods for performing subjectivity and sentiment detection, topic segmentation and modeling, and the extraction of conversational structure. It also describes frameworks for conducting dialogue act recognition, decision and action item detection, and extraction of thread structure. There is a specific focus on performing all these tasks on conversational data, such as meeting transcripts (which exemplify synchronous conversations) and emails (which exemplify asynchronous conversations). Very recent approaches to deal with blogs, discussion forums and microblogs (e.g., Twitter) are also discussed. The second half of this book focuses on natural language summarization of conversational data. It gives an overview of several extractive and abstractive summarizers developed for emails, meetings, blogs and forums. It also describes attempts for building multi-modal summarizers. Last but not least, the book concludes with thoughts on topics for further development. Table of Contents: Introduction \/ Background: Corpora and Evaluation Methods \/ Mining Text Conversations \/ Summarizing Text Conversations \/ Conclusions \/ Final Thoughts","brand":"WoB","offers":[{"title":"GB \/ NEW \/ GARDNERS","offer_id":52117740126481,"sku":"NGR9783031007521","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52431555100945,"sku":"NLS9783031007521","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9783031007521.jpg?v=1757370946"},{"product_id":"immunodeficiency-therapy-mechanism-and-model-book-gabriel-murray-9781632394286","title":"Immunodeficiency: Therapy, Mechanism and Model","description":"The therapy, mechanism as well as model of immunodeficiency are described in this all-inclusive book. It sheds light on one of the most common medical issues, which, unfortunately is still being researched on. Various medical issues are connected in a straight or indirect way to a particular alteration of the immune system. Therefore, they result in varied pathologic circumstances. Human defense mechanism is complex and different, but is many times defeated by infections, tumor processes, organ, tissue and cell transplantation, allergy, autoimmune processes, as well as various impacts by the environment. This book, jotted down by globally recognized scientists, discusses in detail the questions of what, why, how, when and where the immune system falls weak, what scientific results are exhibited and what are the techniques to cure and prevent immunodeficiency cases. This book will be beneficial to the learners and practitioners of medicine and biology, and will also be knowledgeable to immunologists, microbiologists, virologists, chemotherapists, oncologists, hematologists, transplantologists and pathologists.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ INGRAM","offer_id":52127596577041,"sku":"NLS9781632394286","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53083592032529,"sku":"NIN9781632394286","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9781632394286.jpg?v=1757487118"},{"product_id":"cherokee-nation-book-gabriel-murray-9798671475104","title":"Cherokee Nation","description":null,"brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":53663017632017,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53663017697553,"sku":"NIN9798671475104","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9798671475104.jpg?v=1781448625"},{"product_id":"rebel-countess-book-gabriel-murray-9798672399843","title":"The Rebel Countess","description":null,"brand":"WoB","offers":[{"title":"- \/ - \/ INTERNAL","offer_id":53663032017169,"sku":null,"price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":53663032312081,"sku":"NIN9798672399843","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/9798672399843.jpg?v=1781448733"}],"url":"https:\/\/www.worldofbooks.com\/en-gb\/collections\/author-books-by-gabriel-murray.oembed","provider":"World of Books ","version":"1.0","type":"link"}