Tabla de Contenidos: “…Front Cover -- Computational Intelligence Methods for Sentiment Analysis in Natural Language Processing Applications -- Copyright Page -- Contents -- List of contributors -- Preface -- 1 Role of machine learning in sentiment analysis: trends, challenges, and future directions -- 1.1 Introduction -- 1.1.1 Fundamentals of sentiment analysis -- 1.1.2 Level of analysis -- 1.1.2.1 Document level -- 1.1.2.2 Sentence level -- 1.1.2.3 Aspect-level analysis -- 1.2 Related background -- 1.2.1 Lexicon-based approach -- 1.2.1.1 Dictionary-based approach -- 1.2.1.2 Corpus-based approach -- 1.2.2 Machine learning -- 1.2.2.1 Unsupervised -- 1.2.2.2 Supervised -- 1.2.2.3 Semi-supervised -- 1.2.3 Deep learning -- 1.2.4 Hybrid approach -- 1.3 Performance metrics -- 1.4 Tools for sentiment analysis -- 1.5 Trends of sentiment analysis -- 1.5.1 Social media monitoring -- 1.5.2 E-commerce -- 1.5.3 Voice of customer -- 1.5.4 Health care -- 1.5.5 Financial services -- 1.5.6 Political elections -- 1.5.7 Recommendation system -- 1.5.8 Employee retention -- 1.6 Challenges -- 1.6.1 Data gathering -- 1.6.2 Sarcasm text -- 1.6.3 Emojis -- 1.6.4 Polarity -- 1.6.5 Incomplete information -- 1.6.6 Multimodal sentiment analysis -- 1.6.7 Multilingual sentiment analysis -- 1.7 Conclusion -- 1.8 Future direction -- References -- 2 A comparative analysis of machine learning and deep learning techniques for aspect-based sentiment analysis -- 2.1 Introduction -- 2.2 Steps in sentiment analysis -- 2.2.1 Data collection -- 2.2.2 Data preprocessing -- 2.2.3 Sentiment detection -- 2.2.4 Sentiment classification -- 2.2.5 Output preparation -- 2.3 Applications of sentiment analysis -- 2.3.1 Social media -- 2.3.2 Business -- 2.3.3 Pharmaceutical industry -- 2.3.4 Politics -- 2.4 Types of sentiment analysis -- 2.5 Aspect-based sentiment analysis -- 2.5.1 Machine learning-based approaches…”

Tabla de Contenidos: “…Draw Clear Lines of Global/Local Responsibility among Collaborative Networks -- Understand the Core Essence of the Brand -- Orchestrating a Global Rollout -- Stay Nimble and Create Agility -- Educate New Markets -- Start Small and Scale Thoughtfully -- Success Stories and Challenges -- Axe -- Gillette and Chesebrough-Pond's -- McDonald's -- Summary -- SECTION TWO Bringing Your Brand to Life -- Chapter 7 Brand Design and Design Thinking -- A Design-Thinking Process for Developing a Brand Design -- System 1 and System 2 Thinking -- Coca-Cola: An Example of System 1 and Brand Design -- The Components of Brand Design -- Brand Naming -- Corporate Identity -- Signature Lines -- Category Naming -- Brand Lexicon -- Sound -- Illustration -- Brand Symbols -- Corporate Symbols -- Color Palette -- Shape -- Scent -- Holistic Design -- Summary -- Notes -- Chapter 8 Leveraging Touchpoints in Today's Branding Environment -- What Is a Brand Touchpoint? …”

Tabla de Contenidos: “…-- Manner expression and typologies of lexicalization patterns -- A revised typology -- Typology and manner salience -- Semantic constraints and processing load -- Lexical and morphemic availability -- Assessing manner salience -- Language use -- Size and diversity of manner-verb lexicon -- Cognitive consequences: Typological influences on mental imagery, memory, and attention -- Mental imagery -- Attention and memory -- Attention and learning -- Beyond typologies of lexicalization patterns -- Ideophones -- Posture verbs -- Conclusion -- References -- The semantic structure of motion verbs in French -- 1. …”

“…Establishing a common lexicon within the profession for talking about workforce management and systems, this essential guide is designed to establish a body of generally accepted and applicable practices and standards within the industry. …”

Tabla de Contenidos: “…Basic Concepts of Cryptography -- 6.1: The Lexicon of Cryptography -- 6.2: Stream Ciphers -- 6.3: Block Ciphers -- 6.4: Secrecy Systems and Cryptanalysis -- 6.5: Symmetric and Two-Key Cryptographic Systems…”

“…The volume covers a variety of topics, including the advances in digital and online dictionary-making; the difficulties posed by the representation of special writing systems and accurate pronunciation; the field of specialised terminology and lexicons; the influence of extralinguistic factors in dictionary compilation and editorial decisions; the interrelation of gender studies and lexicography/lexicology; the presence of authorities and sources of dictionaries; some new dictionary projects that complement traditional proposals; as well as diverse works related to etymology, regional forms, word formation or the relationship between lexicon and language-in- use…”
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“…Focusing on questions of poetry’s origins and style, and exploring individual responses to issues of authenticity, career design, difficulty, or inspiration, this collection revisits and renews the critical lexicons that connect poetic theory and practice in early modern English texts and their European contexts. …”

Tabla de Contenidos: “…8.3 Fundamental symptoms and conditions responsible for COVID-19 infection -- 8.4 Proposed COVID-19 detection methodology -- 8.5 Brief description of artificial neural networks -- 8.5.1 Principles of artificial neural network -- 8.6 Parameter settings for the proposed ANN model -- 8.7 Experimental results and discussion -- 8.8 Performance comparison between ANN and other classification algorithms -- 8.9 Conclusion -- Appendix -- References -- 9 Rapid medical guideline systems for COVID-19 using database-centric modeling and validation of cyber-physical systems -- 9.1 Introduction -- 9.2 Global pandemic of COVID-19 -- 9.3 Database-centric cyber-physical systems for COVID-19 -- 9.3.1 Cyber-physical systems -- 9.3.2 Flow of rapid database-centric cyber-physical system -- 9.4 Modeling and validation of rapid medical guideline systems -- 9.5 Conclusion -- References -- 10 Machine learning and security in Cyber Physical Systems -- 10.1 Introduction -- 10.2 Related work -- 10.2.1 Phishing -- 10.2.2 Intrusion detection for networks -- 10.2.3 Key stroke elements validation -- 10.2.4 Breaking human collaboration proofs (CAPTHAs) -- 10.2.5 Cryptography -- 10.2.6 Spam detection for social networking -- 10.3 Motivation -- 10.4 Importance of cyber security and machine learning -- 10.5 Machine learning for CPS applications -- 10.6 Future for CPS technology -- 10.6.1 Cyber physical systems and human -- 10.6.2 CPS and artificial intelligence -- 10.6.3 Trustworthy -- 10.6.4 Cyber physical systems of systems -- 10.7 Challenges and opportunities in CPS -- 10.8 Conclusion -- References -- 11 Impact analysis of COVID-19 news headlines on global economy -- 11.1 Introduction -- 11.2 Related work -- 11.3 Proposed methodology -- 11.3.1 Data and data preprocessing -- 11.3.2 Sentiment analysis -- 11.3.2.1 Machine learning -- 11.3.2.2 Deep learning -- 11.3.2.3 Lexicon method…”

“…This is the first major publication devoted to constructicon development and it should be particularly relevant for those interested in construction grammar, frame semantics, lexicography, the relation between grammar and lexicon, or linguistically informed language technology"…”

“…Vector semantics bridges the gap by presenting a formal theory, cast in terms of linear polytopes, that generalizes both word vectors and conceptual structures, by treating each dictionary definition as an equation, and the entire lexicon as a set of equations mutually constraining all meanings…”

“…These recommendations include: (1) determine which virtual collaboration tools and features are most beneficial using experimental research involving simulated tasks and constraints that closely mirror the military enterprise's operational environment; (2) standardize the lexicon and communications practices associated with virtual collaboration-chat, in particular-and train personnel in these practices; and (3) explore the use of videoconferencing in real-time communications between personnel, their partners, and their customers at different sites. …”

“…Organised around the concepts of Gods, Devils, Soul and the Individual this book will show how these concepts are being employed in current managerial, leadership and organisation discourses, critically examine the religio-historical and philosophical roots of such, and demonstrate how the religio-historical and religio-philosophical can be brought into the lexicon of critical organisational scholarship to provide a language to engage with the non-secular legitimation of capitalism and its institutions. …”

“…The perspective chosen leads to a decidedly compositional vision of verbal lexicon…”

“…The book is published at a time when, it seems, there is no limit to the art of creating visualizations, as powerful computers make graphics ever more colorful and realistic and ‘interactivity’ is firmly established as a buzzword in the educational lexicon. The aim of the volume is to explore some central questions in the field, including how to evaluate visualizations and whether or not they can act as an aid to reading development, and to mathematics and science learning. …”

“…Close studies assess the transmission of a predominantly oral heritage in collections, lexicons and commentaries ranging from the Roman imperial period to Byzantine times (proverbs, riddles, and children?…”

“…This reference provides a lexicon and a roadmap for physicians in working with case managers as our health system explores innovative ways to improve outcomes and reduce health costs for patients with health complexity. …”

“…The non-technical language and thorough engagement with key considerations make it ideal for anyone looking to understand one of the pillars of a digital society.Data Centre Essentials readers will also find:An authorial team with decades of combined experience in engineering and construction consultancyDetailed information about every stage in the process, including securing investment and the building processWorking lexicon of key data centre terminologyData Centre Essentials isa must-own for contractors, engineers and construction project managers involved in data centre projects and will be invaluable for professionals such as lawyers, financial and insurance advisors, surveyors, engineers and architects who do not necessarily have deep domain experience but find themselves involved in or are interested in engaging in, data centre projects…”

“…This volume is unique both in its broad linguistic approach - including studies on text linguistics, stylistics, sociolinguistics, lexicon and nomenclature - and in its combination of language studies, philosophy of language, history and sociology of science. …”