How To Summarize
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How To Summarize
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Author : Ethan Patel
language : en
Publisher: Publifye AS
Release Date : 2025-01-07
How To Summarize written by Ethan Patel and has been published by Publifye AS this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-07 with Self-Help categories.
""How to Summarize"" addresses the critical challenge of transforming complex information into clear, actionable content in our information-saturated world. Built upon three fundamental principlesâmessage clarity, audience awareness, and structural precisionâthis comprehensive guide offers a scientific approach to effective summarization, drawing from cognitive psychology and communication theory to explain why certain techniques prove more successful than others. The book's unique value lies in its transformation of summarization from a simple condensing task into a strategic communication skill. Through three progressive sectionsâFoundations of Summarization, Technical Framework, and Practical Applicationsâreaders learn how to evaluate information hierarchy, develop precise language techniques, and apply these skills across various professional and academic contexts. The methodology is supported by real-world case studies from Fortune 500 companies and academic institutions, demonstrating practical implementation of these techniques. This instructional guide stands out by combining theoretical understanding with hands-on application, making it particularly valuable for business professionals, researchers, and students who regularly handle large volumes of information. The content is methodically structured with clear examples and practical exercises, allowing readers to progressively develop their summarization skills while understanding the cognitive science behind effective information processing. Throughout the book, readers learn specific techniques for creating executive summaries, academic abstracts, and concise business communications, all backed by evidence-based research from leading institutions.
How To Summarize
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Author : MAURICIO ENRIQUE FAU
language : en
Publisher: Mauricio Enrique Fau
Release Date :
How To Summarize written by MAURICIO ENRIQUE FAU and has been published by Mauricio Enrique Fau this book supported file pdf, txt, epub, kindle and other format this book has been release on with Study Aids categories.
Study techniques. Types of reading / types of text / what is key and what is complementary in an academic text summarizing: what it is - what it is not / summaries for oneself or for others / four rules of thumb. Paratext, context and cotext. Characteristics of good writing / Actions of reading and writing study texts. How to highlight key ideas: frames / how to organize lists, classifications or definitions: frames / bibliographic references and citations / concept maps.
Drug Safety Data How To Analyze Summarize And Interpret To Determine Risk
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Author : Michael J. Klepper
language : en
Publisher: Jones & Bartlett Publishers
Release Date : 2010-09-15
Drug Safety Data How To Analyze Summarize And Interpret To Determine Risk written by Michael J. Klepper and has been published by Jones & Bartlett Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-15 with Medical categories.
Drug Safety Data: How to Analyze, Summarize and Interpret to Determine Risk was selected for The First Clinical Research Bookshelf - Essential reading for clinical research professionals by the Journal of Clinical Research Best Practices. Drug Safety Data: How to Analyze, Summarize and Interpret to Determine Risk provides drug safety/pharmacovogilance professionals, pharmaceutical and clinical research scientists, statisticians, programmers, medical writers, and technicians with an accessible, practical framework for the analysis, summary and interpretation of drug safety data. The only guide of its kind, Drug Safety Data: How to Analyze, Summarize and Interpret to Determine Risk is an invaluable reference for pre- and post-marketing risk assessment. With decades of pharmaceutical research and drug safety expertise, authors Dr. Klepper and Dr. Cobert discuss how quality planning, safety training, and data standardization result in significant cost, time, and resource savings. Through illustrative, step-by-step instruction, Drug Safety Data: How to Analyze, Summarize and Interpret to Determine Risk is the definitive guide to drug safety data analysis and reporting. Key features include: * Step-by-step instruction on how to analyze, summarize and interpret safety data for mandatory governmental safety reports * Pragmatic tips...and mistakes to avoid * Simple explanations of what safety data are collected, and what the data mean * Practical approaches to determining a drug effect and understanding its clinical significance * Guidance for determining risk throughout the lifecycle of a drug, biologic or nutraceutical * Examples of user-friendly data displays that enhance safety signal identification * Ways to improve data quality and reduce the time, resources and costs involved in mandatory safety reporting * Relevant material for the required training of drug safety/pharmacovigilance professionals * SPECIAL FEATURE: Actual examples of an Integrated Analysis of Safety (IAS) -used in the preparation of the Integrated Summary of Safety (ISS) and the Summary of Clinical Safety (SCS) reports -, and the Periodic Safety Update Report (PSUR)
Statistics With R
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Author : Robert Stinerock
language : en
Publisher: SAGE
Release Date : 2022-11-05
Statistics With R written by Robert Stinerock and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-05 with Social Science categories.
Statistics is made simple with this award-winning guide to using R and applied statistical methods. With a clear step-by-step approach explained using real world examples, learn the practical skills you need to use statistical methods in your research from an expert with over 30 years of teaching experience. With a wealth of hands-on exercises and online resources created by the author, practice your skills using the data sets and R scripts from the book with detailed screencasts that accompany each script. This book is ideal for anyone looking to: • Complete an introductory course in statistics • Prepare for more advanced statistical courses • Gain the transferable analytical skills needed to interpret research from across the social sciences • Learn the technical skills needed to present data visually • Acquire a basic competence in the use of R and RStudio. This edition also includes a gentle introduction to Bayesian methods integrated throughout. The author has created a wide range of online resources, including: over 90 R scripts, 36 datasets, 37 screen casts, complete solutions for all exercises, and 130 multiple-choice questions to test your knowledge.
Multidimensional Mining Of Massive Text Data
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Author : Chao Zhang
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2019-03-21
Multidimensional Mining Of Massive Text Data written by Chao Zhang and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-21 with Computers categories.
Unstructured text, as one of the most important data forms, plays a crucial role in data-driven decision making in domains ranging from social networking and information retrieval to scientific research and healthcare informatics. In many emerging applications, people's information need from text data is becoming multidimensional—they demand useful insights along multiple aspects from a text corpus. However, acquiring such multidimensional knowledge from massive text data remains a challenging task. This book presents data mining techniques that turn unstructured text data into multidimensional knowledge. We investigate two core questions. (1) How does one identify task-relevant text data with declarative queries in multiple dimensions? (2) How does one distill knowledge from text data in a multidimensional space? To address the above questions, we develop a text cube framework. First, we develop a cube construction module that organizes unstructured data into a cube structure, by discovering latent multidimensional and multi-granular structure from the unstructured text corpus and allocating documents into the structure. Second, we develop a cube exploitation module that models multiple dimensions in the cube space, thereby distilling from user-selected data multidimensional knowledge. Together, these two modules constitute an integrated pipeline: leveraging the cube structure, users can perform multidimensional, multigranular data selection with declarative queries; and with cube exploitation algorithms, users can extract multidimensional patterns from the selected data for decision making. The proposed framework has two distinctive advantages when turning text data into multidimensional knowledge: flexibility and label-efficiency. First, it enables acquiring multidimensional knowledge flexibly, as the cube structure allows users to easily identify task-relevant data along multiple dimensions at varied granularities and further distill multidimensional knowledge. Second, the algorithms for cube construction and exploitation require little supervision; this makes the framework appealing for many applications where labeled data are expensive to obtain.
Research Methods For The Behavioral Sciences
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Author : Gregory J. Privitera
language : en
Publisher: SAGE Publications
Release Date : 2015-12-09
Research Methods For The Behavioral Sciences written by Gregory J. Privitera and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-09 with Psychology categories.
The Second Edition of the award-winning Research Methods for the Behavioral Sciences employs a problem-focused approach that fully integrates the decision tree—from choosing a research design to conducting statistical analysis and communicating results. With a conversational, student-friendly writing style, Gregory J. Privitera shows how methods and analysis work together and enable the testing of hypotheses through use of the scientific method. Outstanding pedagogy, current examples, and robust resources empower students to approach their study and application of research methods with confidence.
Natural Language Processing And Cognitive Science
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Author : Bernadette Sharp
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 2015-03-10
Natural Language Processing And Cognitive Science written by Bernadette Sharp and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-03-10 with Technology & Engineering categories.
Peer reviewed articles from the Natural Language Processing and Cognitive Science (NLPCS) 2014 meeting in October 2014 workshop. The meeting fosters interactions among researchers and practitioners in NLP by taking a Cognitive Science perspective. Articles cover topics such as artificial intelligence, computational linguistics, psycholinguistics, cognitive psychology and language learning.
Multi Dimensional Summarization In Cyber Physical Society
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Author : Hai Zhuge
language : en
Publisher: Morgan Kaufmann
Release Date : 2016-11-14
Multi Dimensional Summarization In Cyber Physical Society written by Hai Zhuge and has been published by Morgan Kaufmann this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-11-14 with Computers categories.
Text summarization has been studied for over a half century, but traditional methods process texts empirically and neglect the fundamental characteristics and principles of language use and understanding. Automatic summarization is a desirable technique for processing big data. This reference summarizes previous text summarization approaches in a multi-dimensional category space, introduces a multi-dimensional methodology for research and development, unveils the basic characteristics and principles of language use and understanding, investigates some fundamental mechanisms of summarization, studies dimensions on representations, and proposes a multi-dimensional evaluation mechanism. Investigation extends to incorporating pictures into summary and to the summarization of videos, graphs and pictures, and converges to a general summarization method. Further, some basic behaviors of summarization are studied in the complex cyber-physical-social space. Finally, a creative summarization mechanism is proposed as an effort toward the creative summarization of things, which is an open process of interactions among physical objects, data, people, and systems in cyber-physical-social space through a multi-dimensional lens of semantic computing. The author's insights can inspire research and development of many computing areas. - The first book that proposes the method for the summarization of things in cyber-physical society through a multi-dimensional lens of semantic computing. - A transformation from the traditional application-driven research paradigm into a data-driven research paradigm for creative summarization through information modeling, cognitive modeling and knowledge modeling. - A multi-dimensional methodology for studying, managing, creating and applying methods.
Natural Language Processing And Information Retrieval
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Author : Muskan Garg
language : en
Publisher: CRC Press
Release Date : 2023-11-28
Natural Language Processing And Information Retrieval written by Muskan Garg and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-28 with Computers categories.
This book presents the basics and recent advancements in natural language processing and information retrieval in a single volume. It will serve as an ideal reference text for graduate students and academic researchers in interdisciplinary areas of electrical engineering, electronics engineering, computer engineering, and information technology. This text emphasizes the existing problem domains and possible new directions in natural language processing and information retrieval. It discusses the importance of information retrieval with the integration of machine learning, deep learning, and word embedding. This approach supports the quick evaluation of real-time data. It covers important topics including rumor detection techniques, sentiment analysis using graph-based techniques, social media data analysis, and language-independent text mining. Features: • Covers aspects of information retrieval in different areas including healthcare, data analysis, and machine translation • Discusses recent advancements in language- and domain-independent information extraction from textual and/or multimodal data • Explains models including decision making, random walk, knowledge graphs, word embedding, n-grams, and frequent pattern mining • Provides integrated approaches of machine learning, deep learning, and word embedding for natural language processing • Covers latest datasets for natural language processing and information retrieval for social media like Twitter The text is primarily written for graduate students and academic researchers in interdisciplinary areas of electrical engineering, electronics engineering, computer engineering, and information technology.
Computational Techniques For Text Summarization Based On Cognitive Intelligence
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Author : V. Priya
language : en
Publisher: CRC Press
Release Date : 2023-03-17
Computational Techniques For Text Summarization Based On Cognitive Intelligence written by V. Priya and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-17 with Computers categories.
The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text summarization using computational intelligence (CI) techniques including cognitive approaches. A better understanding of the cognitive basis of the summarization task is still an open research issue; an extent of its use in text summarization is highlighted for further exploration. With the ever-growing text, people in research have little time to spare for extensive reading, where summarized information helps for a better understanding of the context at a shorter time. This book helps students and researchers to automatically summarize the text documents in an efficient and effective way. The computational approaches and the research techniques presented guides to achieve text summarization at ease. The summarized text generated supports readers to learn the context or the domain at a quicker pace. The book is presented with reasonable amount of illustrations and examples convenient for the readers to understand and implement for their use. It is not to make readers understand what text summarization is, but for people to perform text summarization using various approaches. This also describes measures that can help to evaluate, determine, and explore the best possibilities for text summarization to analyse and use for any specific purpose. The illustration is based on social media and healthcare domain, which shows the possibilities to work with any domain for summarization. The new approach for text summarization based on cognitive intelligence is presented for further exploration in the field.