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Information Retrieval and Social Media Mining

2021-03-09 Technology & Engineering
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Release : 2021-03-09
Genre : Technology & Engineering
Kind : eBook
Book Rating : 467/5 ( reviews)

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Book Synopsis Information Retrieval and Social Media Mining by : María N. Moreno García

Download or read book Information Retrieval and Social Media Mining written by María N. Moreno García. This book was released on 2021-03-09. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Social Media Mining and Social Network Analysis: Emerging Research

2013-01-31 Computers
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Release : 2013-01-31
Genre : Computers
Kind : eBook
Book Rating : 073/5 ( reviews)

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Book Synopsis Social Media Mining and Social Network Analysis: Emerging Research by : Xu, Guandong

Download or read book Social Media Mining and Social Network Analysis: Emerging Research written by Xu, Guandong. This book was released on 2013-01-31. Available in PDF, EPUB and Kindle. Book excerpt: Social Media Mining and Social Network Analysis: Emerging Research highlights the advancements made in social network analysis and social web mining and its influence in the fields of computer science, information systems, sociology, organization science discipline and much more. This collection of perspectives on developmental practice is useful for industrial practitioners as well as researchers and scholars.

Biomedical Data Mining for Information Retrieval

2021-08-24 Computers
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Release : 2021-08-24
Genre : Computers
Kind : eBook
Book Rating : 24X/5 ( reviews)

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Book Synopsis Biomedical Data Mining for Information Retrieval by : Sujata Dash

Download or read book Biomedical Data Mining for Information Retrieval written by Sujata Dash. This book was released on 2021-08-24. Available in PDF, EPUB and Kindle. Book excerpt: BIOMEDICAL DATA MINING FOR INFORMATION RETRIEVAL This book not only emphasizes traditional computational techniques, but discusses data mining, biomedical image processing, information retrieval with broad coverage of basic scientific applications. Biomedical Data Mining for Information Retrieval comprehensively covers the topic of mining biomedical text, images and visual features towards information retrieval. Biomedical and health informatics is an emerging field of research at the intersection of information science, computer science, and healthcare and brings tremendous opportunities and challenges due to easily available and abundant biomedical data for further analysis. The aim of healthcare informatics is to ensure the high-quality, efficient healthcare, better treatment and quality of life by analyzing biomedical and healthcare data including patient’s data, electronic health records (EHRs) and lifestyle. Previously, it was a common requirement to have a domain expert to develop a model for biomedical or healthcare; however, recent advancements in representation learning algorithms allows us to automatically to develop the model. Biomedical image mining, a novel research area, due to the vast amount of available biomedical images, increasingly generates and stores digitally. These images are mainly in the form of computed tomography (CT), X-ray, nuclear medicine imaging (PET, SPECT), magnetic resonance imaging (MRI) and ultrasound. Patients’ biomedical images can be digitized using data mining techniques and may help in answering several important and critical questions relating to healthcare. Image mining in medicine can help to uncover new relationships between data and reveal new useful information that can be helpful for doctors in treating their patients. Audience Researchers in various fields including computer science, medical informatics, healthcare IOT, artificial intelligence, machine learning, image processing, clinical big data analytics.

Social Information Retrieval Systems: Emerging Technologies and Applications for Searching the Web Effectively

2007-10-31 Business & Economics
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Release : 2007-10-31
Genre : Business & Economics
Kind : eBook
Book Rating : 451/5 ( reviews)

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Book Synopsis Social Information Retrieval Systems: Emerging Technologies and Applications for Searching the Web Effectively by : Goh, Dion

Download or read book Social Information Retrieval Systems: Emerging Technologies and Applications for Searching the Web Effectively written by Goh, Dion. This book was released on 2007-10-31. Available in PDF, EPUB and Kindle. Book excerpt: The wealth of information accessible on the Internet has grown exponentially since its advent. This mass of content must be systemically sifted to glean pertinent data, and the utilization of the collective intelligence of other users, or social information retrieval, is an innovative, emerging technique. Social Information Retrieval Systems: Emerging Technologies & Applications for Searching the Web Effectively provides relevant content in the areas of information retrieval systems, services, and research; covering topics such as social tagging, collaborative querying, social network analysis, subjective relevance judgments, and collaborative filtering. Answering the increasing demand for authoritative resources on Internet technologies, this Premier Reference Source will make an indispensable addition to any library collection.

Social Media Mining

2014-04-28 Computers
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Release : 2014-04-28
Genre : Computers
Kind : eBook
Book Rating : 854/5 ( reviews)

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Book Synopsis Social Media Mining by : Reza Zafarani

Download or read book Social Media Mining written by Reza Zafarani. This book was released on 2014-04-28. Available in PDF, EPUB and Kindle. Book excerpt: Integrates social media, social network analysis, and data mining to provide an understanding of the potentials of social media mining.

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