Effects Of Investor Sentiment Using Social Media On Corporate Financial Distress

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Financial Statement Analysis and the Prediction of Financial Distress

Author : William H. Beaver
Publisher : Now Publishers Inc
ISBN 13 : 1601984243
Total Pages : 89 pages
Book Rating : 4.6/5 (19 download)

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Book Synopsis Financial Statement Analysis and the Prediction of Financial Distress by : William H. Beaver

Download or read book Financial Statement Analysis and the Prediction of Financial Distress written by William H. Beaver and published by Now Publishers Inc. This book was released on 2011 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Statement Analysis and the Prediction of Financial Distress discusses the evolution of three main streams within the financial distress prediction literature: the set of dependent and explanatory variables used, the statistical methods of estimation, and the modeling of financial distress. Section 1 discusses concepts of financial distress. Section 2 discusses theories regarding the use of financial ratios as predictors of financial distress. Section 3 contains a brief review of the literature. Section 4 discusses the use of market price-based models of financial distress. Section 5 develops the statistical methods for empirical estimation of the probability of financial distress. Section 6 discusses the major empirical findings with respect to prediction of financial distress. Section 7 briefly summarizes some of the more relevant literature with respect to bond ratings. Section 8 presents some suggestions for future research and Section 9 presents concluding remarks.

Sentiment Analysis and Ontology Engineering

Author : Witold Pedrycz
Publisher : Springer
ISBN 13 : 3319303198
Total Pages : 457 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Sentiment Analysis and Ontology Engineering by : Witold Pedrycz

Download or read book Sentiment Analysis and Ontology Engineering written by Witold Pedrycz and published by Springer. This book was released on 2016-03-22 with total page 457 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume provides the reader with a fully updated, in-depth treatise on the emerging principles, conceptual underpinnings, algorithms and practice of Computational Intelligence in the realization of concepts and implementation of models of sentiment analysis and ontology –oriented engineering. The volume involves studies devoted to key issues of sentiment analysis, sentiment models, and ontology engineering. The book is structured into three main parts. The first part offers a comprehensive and prudently structured exposure to the fundamentals of sentiment analysis and natural language processing. The second part consists of studies devoted to the concepts, methodologies, and algorithmic developments elaborating on fuzzy linguistic aggregation to emotion analysis, carrying out interpretability of computational sentiment models, emotion classification, sentiment-oriented information retrieval, a methodology of adaptive dynamics in knowledge acquisition. The third part includes a plethora of applications showing how sentiment analysis and ontologies becomes successfully applied to investment strategies, customer experience management, disaster relief, monitoring in social media, customer review rating prediction, and ontology learning. This book is aimed at a broad audience of researchers and practitioners. Readers involved in intelligent systems, data analysis, Internet engineering, Computational Intelligence, and knowledge-based systems will benefit from the exposure to the subject matter. The book may also serve as a highly useful reference material for graduate students and senior undergraduate students.

Natural Language Processing for Social Media

Author : Atefeh Farzindar
Publisher : Morgan & Claypool Publishers
ISBN 13 : 1681733277
Total Pages : 242 pages
Book Rating : 4.6/5 (817 download)

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Book Synopsis Natural Language Processing for Social Media by : Atefeh Farzindar

Download or read book Natural Language Processing for Social Media written by Atefeh Farzindar and published by Morgan & Claypool Publishers. This book was released on 2017-12-15 with total page 242 pages. Available in PDF, EPUB and Kindle. Book excerpt: In recent years, online social networking has revolutionized interpersonal communication. The newer research on language analysis in social media has been increasingly focusing on the latter's impact on our daily lives, both on a personal and a professional level. Natural language processing (NLP) is one of the most promising avenues for social media data processing. It is a scientific challenge to develop powerful methods and algorithms which extract relevant information from a large volume of data coming from multiple sources and languages in various formats or in free form. We discuss the challenges in analyzing social media texts in contrast with traditional documents. Research methods in information extraction, automatic categorization and clustering, automatic summarization and indexing, and statistical machine translation need to be adapted to a new kind of data. This book reviews the current research on NLP tools and methods for processing the non-traditional information from social media data that is available in large amounts (big data), and shows how innovative NLP approaches can integrate appropriate linguistic information in various fields such as social media monitoring, healthcare, business intelligence, industry, marketing, and security and defence. We review the existing evaluation metrics for NLP and social media applications, and the new efforts in evaluation campaigns or shared tasks on new datasets collected from social media. Such tasks are organized by the Association for Computational Linguistics (such as SemEval tasks) or by the National Institute of Standards and Technology via the Text REtrieval Conference (TREC) and the Text Analysis Conference (TAC). In the concluding chapter, we discuss the importance of this dynamic discipline and its great potential for NLP in the coming decade, in the context of changes in mobile technology, cloud computing, virtual reality, and social networking. In this second edition, we have added information about recent progress in the tasks and applications presented in the first edition. We discuss new methods and their results. The number of research projects and publications that use social media data is constantly increasing due to continuously growing amounts of social media data and the need to automatically process them. We have added 85 new references to the more than 300 references from the first edition. Besides updating each section, we have added a new application (digital marketing) to the section on media monitoring and we have augmented the section on healthcare applications with an extended discussion of recent research on detecting signs of mental illness from social media.

Business Research Methods

Author : Alan Bryman
Publisher : Oxford University Press, USA
ISBN 13 : 0199284989
Total Pages : 822 pages
Book Rating : 4.1/5 (992 download)

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Book Synopsis Business Research Methods by : Alan Bryman

Download or read book Business Research Methods written by Alan Bryman and published by Oxford University Press, USA. This book was released on 2007 with total page 822 pages. Available in PDF, EPUB and Kindle. Book excerpt: An adaptation of 'Social Research Methods' by Alan Bryman, this volume provides a comprehensive introduction to the area of business research methods. It gives students an assessment of the contexts within which different methods may be used and how they should be implemented.

Handbook of Social Media Management

Author : Mike Friedrichsen
Publisher : Springer Science & Business Media
ISBN 13 : 3642288979
Total Pages : 858 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Handbook of Social Media Management by : Mike Friedrichsen

Download or read book Handbook of Social Media Management written by Mike Friedrichsen and published by Springer Science & Business Media. This book was released on 2013-05-28 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digitization and Web 2.0 have brought about continuous change from traditional media management to new strategic, operative and normative management options. Social media management is on the agenda of every media company, and requires a new set of specialized expertise on digital products and communication. At the same time, social media has become a vibrant field of research for media economists and media management researchers. In this handbook, international experts present a comprehensive account of the latest developments in social media research and management, consistently linking classical media management with social media. The articles discuss new theoretical approaches as well as empirical findings and applications, yielding an interesting overview of interdisciplinary and international approaches. The book’s main sections address forms and content of social media; impact and users; management with social media; and a new value chain with social media. The book will serve as a valuable reference work for researchers, students and professionals working in media and public relations.

Behavioral Corporate Finance

Author : Hersh Shefrin
Publisher : College Ie Overruns
ISBN 13 : 9781259254864
Total Pages : 300 pages
Book Rating : 4.2/5 (548 download)

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Book Synopsis Behavioral Corporate Finance by : Hersh Shefrin

Download or read book Behavioral Corporate Finance written by Hersh Shefrin and published by College Ie Overruns. This book was released on 2017-04-16 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Handbook of News Analytics in Finance

Author : Gautam Mitra
Publisher : John Wiley & Sons
ISBN 13 : 1119990807
Total Pages : 384 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis The Handbook of News Analytics in Finance by : Gautam Mitra

Download or read book The Handbook of News Analytics in Finance written by Gautam Mitra and published by John Wiley & Sons. This book was released on 2011-07-13 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of News Analytics in Finance is a landmarkpublication bringing together the latest models and applications ofNews Analytics for asset pricing, portfolio construction, tradingand risk control. The content of the Hand Book is organised to provide arapid yet comprehensive understanding of this topic. Chapter 1 setsout an overview of News Analytics (NA) with an explanation of thetechnology and applications. The rest of the chapters are presentedin four parts. Part 1 contains an explanation of methods and modelswhich are used to measure and quantify news sentiment. In Part 2the relationship between news events and discovery of abnormalreturns (the elusive alpha) is discussed in detail by the leadingresearchers and industry experts. The material in this part alsocovers potential application of NA to trading and fund management.Part 3 covers the use of quantified news for the purpose ofmonitoring, early diagnostics and risk control. Part 4 is entirelyindustry focused; it contains insights of experts from leadingtechnology (content) vendors. It also contains a discussion oftechnologies and finally a compact directory of content vendor andfinancial analytics companies in the marketplace of NA. Thebook draws equally upon the expertise of academics andpractitioners who have developed these models and is supported bytwo major content vendors - RavenPack and Thomson Reuters - leadingproviders of news analytics software and machine readablenews. The book will appeal to decision makers in the banking, finance andinsurance services industry. In particular: asset managers;quantitative fund managers; hedge fund managers; algorithmictraders; proprietary (program) trading desks; sell-side firms;brokerage houses; risk managers and research departments willbenefit from the unique insights into this new and pertinent areaof financial modelling.

Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance

Author : El Bachir Boukherouaa
Publisher : International Monetary Fund
ISBN 13 : 1589063953
Total Pages : 35 pages
Book Rating : 4.5/5 (89 download)

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Book Synopsis Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance by : El Bachir Boukherouaa

Download or read book Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance written by El Bachir Boukherouaa and published by International Monetary Fund. This book was released on 2021-10-22 with total page 35 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper discusses the impact of the rapid adoption of artificial intelligence (AI) and machine learning (ML) in the financial sector. It highlights the benefits these technologies bring in terms of financial deepening and efficiency, while raising concerns about its potential in widening the digital divide between advanced and developing economies. The paper advances the discussion on the impact of this technology by distilling and categorizing the unique risks that it could pose to the integrity and stability of the financial system, policy challenges, and potential regulatory approaches. The evolving nature of this technology and its application in finance means that the full extent of its strengths and weaknesses is yet to be fully understood. Given the risk of unexpected pitfalls, countries will need to strengthen prudential oversight.

Likewar

Author : Peter Warren Singer
Publisher : Eamon Dolan Books
ISBN 13 : 1328695743
Total Pages : 421 pages
Book Rating : 4.3/5 (286 download)

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Book Synopsis Likewar by : Peter Warren Singer

Download or read book Likewar written by Peter Warren Singer and published by Eamon Dolan Books. This book was released on 2018 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media has been weaponized, as state hackers and rogue terrorists have seized upon Twitter and Facebook to create chaos and destruction. This urgent report is required reading, from defense experts P.W. Singer and Emerson T. Brooking.

Sentiment Analysis in Social Networks

Author : Federico Alberto Pozzi
Publisher : Morgan Kaufmann
ISBN 13 : 0128044381
Total Pages : 286 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Sentiment Analysis in Social Networks by : Federico Alberto Pozzi

Download or read book Sentiment Analysis in Social Networks written by Federico Alberto Pozzi and published by Morgan Kaufmann. This book was released on 2016-10-06 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, such as opinions and sentiments, in order to create structured and actionable knowledge to be used by either a decision support system or a decision maker. Sentiment analysis has gained even more value with the advent and growth of social networking. Sentiment Analysis in Social Networks begins with an overview of the latest research trends in the field. It then discusses the sociological and psychological processes underling social network interactions. The book explores both semantic and machine learning models and methods that address context-dependent and dynamic text in online social networks, showing how social network streams pose numerous challenges due to their large-scale, short, noisy, context- dependent and dynamic nature. Further, this volume: - Takes an interdisciplinary approach from a number of computing domains, including natural language processing, machine learning, big data, and statistical methodologies - Provides insights into opinion spamming, reasoning, and social network analysis - Shows how to apply sentiment analysis tools for a particular application and domain, and how to get the best results for understanding the consequences - Serves as a one-stop reference for the state-of-the-art in social media analytics - Takes an interdisciplinary approach from a number of computing domains, including natural language processing, big data, and statistical methodologies - Provides insights into opinion spamming, reasoning, and social network mining - Shows how to apply opinion mining tools for a particular application and domain, and how to get the best results for understanding the consequences - Serves as a one-stop reference for the state-of-the-art in social media analytics

Analyzing Media Messages

Author : Daniel Riff
Publisher : Routledge
ISBN 13 : 1135605106
Total Pages : 253 pages
Book Rating : 4.1/5 (356 download)

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Book Synopsis Analyzing Media Messages by : Daniel Riff

Download or read book Analyzing Media Messages written by Daniel Riff and published by Routledge. This book was released on 2006-04-21 with total page 253 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyzing Media Messages provides a comprehensive and comprehensible guide to conducting content analysis research. It establishes a formal definition of quantitative content analysis; gives step-by-step instruction on designing a content analysis study; and explores in depth research questions that recur in content analysis, in such areas as measurement, sampling, reliability, data analysis, validity, and technology. This Second Edition maintains the concise, accessible approach of the first edition while offering an updated discussion and new examples. The goal of this resource is to make content analysis understandable, and to produce a useful guide for novice and experienced researchers alike. Accompanied by detailed, practical examples of current and classic applications, this volume is appropriate for use as a primary text for content analysis coursework, or as a supplemental text in research methods courses. It is also an indispensable reference for researchers in mass communication fields, political science, and other social and behavioral sciences.

Research Anthology on Developing Socially Responsible Businesses

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1668455919
Total Pages : 2235 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Research Anthology on Developing Socially Responsible Businesses by : Management Association, Information Resources

Download or read book Research Anthology on Developing Socially Responsible Businesses written by Management Association, Information Resources and published by IGI Global. This book was released on 2022-03-04 with total page 2235 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s world of global change, it has never been more critical for businesses to adapt their strategies, management styles, and policies to match that of the surrounding environment. Consumers are increasingly becoming more aware of the impact that businesses and product consumption have on environmental health. Thus, businesses have had to alter their production workflows to better suit a more environmentally conscious customer base. As society faces numerous issues related to the environment, health, poverty, and social justice, the need for socially responsible businesses is crucial to develop and improve the overall landscape of the business field. The Research Anthology on Developing Socially Responsible Businesses discusses the best practices, challenges, opportunities, and benefits of creating socially responsible businesses and provides a context of why these business models are needed. This essential text also considers how society has changed over time and how businesses must adjust their ideals and practices in order to survive in a changing world. Covering a range of topics such as accountability, environmental issues, and human rights, this major reference work is ideal for business owners, managers, policymakers, academicians, researchers, scholars, practitioners, instructors, and students.

Contemporary Issues in Finance, Investment and Banking in Malaysia

Author : Zulkefly Abdul Karim
Publisher : Springer Nature
ISBN 13 : 9819954479
Total Pages : 184 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Contemporary Issues in Finance, Investment and Banking in Malaysia by : Zulkefly Abdul Karim

Download or read book Contemporary Issues in Finance, Investment and Banking in Malaysia written by Zulkefly Abdul Karim and published by Springer Nature. This book was released on 2024-02-13 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of research works by experienced academics focusing on the current issues of fintech and cryptocurrency in the context of Malaysia. The book aims to fill the gap in the extant literature on the topic in Southeast Asia. The book starts with a discussion on the role of monetary policies in the advent of the current trend where cryptocurrencies are being used more widely as a medium of exchange compared to conventional fiat money. It then goes on to provide a comparative analysis for beginners regarding the differences between cryptocurrencies and stocks, considering facets such as ownership, methods of exchange, volatility, regulation, and their interconnectedness. Also discussed are the factors influencing on-line investment options using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) review method, a comparison of Islamic banking products and conventional fintech. The book ends on an analysis of the impact of the COVID-19 pandemic on the Malaysian stock market. This book is a valuable read for undergraduate students, postgraduate students, academicians, researchers, and professionals working in the economics, finance, and banking industries, particularly in Southeast Asia.

Media Sentiment and International Asset Prices

Author : Samuel P. Fraiberger
Publisher : International Monetary Fund
ISBN 13 : 1484389212
Total Pages : 33 pages
Book Rating : 4.4/5 (843 download)

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Book Synopsis Media Sentiment and International Asset Prices by : Samuel P. Fraiberger

Download or read book Media Sentiment and International Asset Prices written by Samuel P. Fraiberger and published by International Monetary Fund. This book was released on 2018-12-10 with total page 33 pages. Available in PDF, EPUB and Kindle. Book excerpt: We assess the impact of media sentiment on international equity prices using more than 4.5 million Reuters articles published across the globe between 1991 and 2015. News sentiment robustly predicts daily returns in both advanced and emerging markets, even after controlling for known determinants of stock prices. But not all news-sentiment is alike. A local (country-specific) increase in news optimism (pessimism) predicts a small and transitory increase (decrease) in local returns. By contrast, changes in global news sentiment have a larger impact on equity returns around the world, which does not reverse in the short run. We also find evidence that news sentiment affects mainly foreign – rather than local – investors: although local news optimism attracts international equity flows for a few days, global news optimism generates a permanent foreign equity inflow. Our results confirm the value of media content in capturing investor sentiment.

Impact of Infodemic on Organizational Performance

Author : Bari, Muhammad Waseem
Publisher : IGI Global
ISBN 13 : 1799871665
Total Pages : 380 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Impact of Infodemic on Organizational Performance by : Bari, Muhammad Waseem

Download or read book Impact of Infodemic on Organizational Performance written by Bari, Muhammad Waseem and published by IGI Global. This book was released on 2021-06-25 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: COVID-19 is not the only global challenge that the world is facing these days. The infodemic, based on the pandemic (COVID-19), is another serious challenge for the world at this time. Each flare-up is joined with a large volume of data and information; however, this data can be based on deception, gossip, rumors, and more. Misinformation not only impacts the human body negatively but also impacts mental health. The infodemic has an impact on human health and professional performance, but also leaks into business organizations in terms of financial matters, employees' psychological and physical health, employee performance, and the organization’s performance. The misinformation regarding health issues can disturb business organizations and affect the employees, organizations’ market share and financial matters, future firing and hiring policies of the organizations, and international operations of the companies. Though the COVID-19 pandemic may be over in time, the impact of the relevant infodemic will continue to disrupt business organizations for several years into the future. Impact of Infodemic on Organizational Performance highlights the impact of the infodemic due to the pandemic (COVID-19) in organizations’ performance and enhances the understanding of how the infodemic can and has negatively impacted employees as well as organizational performance. This is supplemented by a view of how organizations are tackling the infodemic and how business organizations can recover from the lasting negative impacts. This book highlights essential topics such as social media, knowledge management, business environments, business strategies, employee behavior, and mental health. The target audience includes but is not limited to managers, executives, human resource development, counselors, analysts, business organizations, practitioners, researchers, academicians, and students who are interested in the impacts of the infodemic on businesses and their employees and the relevant strategies to combat the effects.

ESG investment and its societal impacts

Author : Shigeyuki Hamori
Publisher : Frontiers Media SA
ISBN 13 : 2832509266
Total Pages : 349 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis ESG investment and its societal impacts by : Shigeyuki Hamori

Download or read book ESG investment and its societal impacts written by Shigeyuki Hamori and published by Frontiers Media SA. This book was released on 2023-02-09 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt:

MarketPsych

Author : Richard L. Peterson
Publisher : John Wiley & Sons
ISBN 13 : 0470886773
Total Pages : 182 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis MarketPsych by : Richard L. Peterson

Download or read book MarketPsych written by Richard L. Peterson and published by John Wiley & Sons. This book was released on 2010-07-30 with total page 182 pages. Available in PDF, EPUB and Kindle. Book excerpt: An investor's guide to understanding the most elusive (yet most important) aspect of successful investing - yourself. Why is it that the investing performance of so many smart people reliably and predictably falls short? The answer is not that they know too little about the markets. In fact, they know too little about themselves. Combining the latest findings from the academic fields of behavioral finance and experimental psychology with the down-and-dirty real-world wisdom of successful investors, Drs. Richard Peterson and Frank Murtha guide both new and experienced investors through the psychological learning process necessary to achieve their financial goals. In an easy and entertaining style that masks the book’s scientific rigor, the authors make complex scientific insights readily understandable and actionable, shattering a number of investing myths along the way. You will gain understanding of your true investing motivations, learn to avoid the unseen forces that subvert your performance, and build your investor identity - the foundation for long-lasting investing success. Replete with humorous games, insightful self-assessments, entertaining exercises, and concrete planning tools, this book goes beyond mere education. MarketPsych: How to Manage Fear and Build Your Investor Identity functions as a psychological outfitter for your unique investing journey, providing the tools, training and equipment to help you navigate the right paths, stay on them, and see your journey through to success.