Cognitive Social Mining Applications In Data Analytics And Forensics
Download Cognitive Social Mining Applications In Data Analytics And Forensics full books in PDF, epub, and Kindle. Read online free Cognitive Social Mining Applications In Data Analytics And Forensics ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
| Author | : Haldorai, Anandakumar |
| Publisher | : IGI Global |
| Total Pages | : 347 |
| Release | : 2018-12-14 |
| Genre | : Computers |
| ISBN | : 1522575235 |
Recently, there has been a rapid increase in interest regarding social network analysis in the data mining community. Cognitive radios are expected to play a major role in meeting this exploding traffic demand on social networks due to their ability to sense the environment, analyze outdoor parameters, and then make decisions for dynamic time, frequency, space, resource allocation, and management to improve the utilization of mining the social data. Cognitive Social Mining Applications in Data Analytics and Forensics is an essential reference source that reviews cognitive radio concepts and examines their applications to social mining using a machine learning approach so that an adaptive and intelligent mining is achieved. Featuring research on topics such as data mining, real-time ubiquitous social mining services, and cognitive computing, this book is ideally designed for social network analysts, researchers, academicians, and industry professionals.
| Author | : Wamuyu, Patrick Kanyi |
| Publisher | : IGI Global |
| Total Pages | : 358 |
| Release | : 2020-10-16 |
| Genre | : Computers |
| ISBN | : 1799847195 |
Social media has revolutionized how individuals, communities, and organizations create, share, and consume information. Similarly, social media offers numerous opportunities as well as enormous social and economic ills for individuals, communities, and organizations. Despite the increase in popularity of social networking sites and related digital media, there are limited data and studies on consumption patterns of the new media by different global communities. Analyzing Global Social Media Consumption is an essential reference book that investigates the current trends, practices, and newly emerging narratives on theoretical and empirical research on all aspects of social media and its global use. Covering topics that include fake news detection, social media addiction, and motivations and impacts of social media use, this book is ideal for big data analysts, media and communications experts, researchers, academicians, and students in media and communications, information systems, and information technology study programs.
| Author | : Milutinovi?, Veljko |
| Publisher | : IGI Global |
| Total Pages | : 296 |
| Release | : 2022-03-11 |
| Genre | : Computers |
| ISBN | : 1799883523 |
Based on current literature and cutting-edge advances in the machine learning field, there are four algorithms whose usage in new application domains must be explored: neural networks, rule induction algorithms, tree-based algorithms, and density-based algorithms. A number of machine learning related algorithms have been derived from these four algorithms. Consequently, they represent excellent underlying methods for extracting hidden knowledge from unstructured data, as essential data mining tasks. Implementation of Machine Learning Algorithms Using Control-Flow and Dataflow Paradigms presents widely used data-mining algorithms and explains their advantages and disadvantages, their mathematical treatment, applications, energy efficient implementations, and more. It presents research of energy efficient accelerators for machine learning algorithms. Covering topics such as control-flow implementation, approximate computing, and decision tree algorithms, this book is an essential resource for computer scientists, engineers, students and educators of higher education, researchers, and academicians.
| Author | : Hai-Jew, Shalin |
| Publisher | : IGI Global |
| Total Pages | : 381 |
| Release | : 2019-05-31 |
| Genre | : Computers |
| ISBN | : 1522593713 |
Researchers have harnessed the flood of personal information and opinions shared on social media platforms in a variety of ways. People communicate not only what they imagine they are purposely sharing but also unintentionally leak information, which allows others to glimpse a sense of the subconscious and unconscious at a macro level. Electronic Hive Minds on Social Media: Emerging Research and Opportunities explores various research techniques to profile the electronic hive mind around social topics as expressed on various modalities of social media, from human, bot, and cyborg social media accounts, and proposes new research methods for harnessing public data from social media platforms. Highlighting topics such as knowledge sharing, swarm intelligence, and social psychology, this publication is designed for researchers, social psychologists, practitioners, and students in marketing, communications, mass media, and similar fields.
| Author | : Pandey, Babita |
| Publisher | : IGI Global |
| Total Pages | : 303 |
| Release | : 2019-05-03 |
| Genre | : Computers |
| ISBN | : 1522590978 |
Link prediction is required to understand the evolutionary theory of computing for different social networks. However, the stochastic growth of the social network leads to various challenges in identifying hidden links, such as representation of graph, distinction between spurious and missing links, selection of link prediction techniques comprised of network features, and identification of network types. Hidden Link Prediction in Stochastic Social Networks concentrates on the foremost techniques of hidden link predictions in stochastic social networks including methods and approaches that involve similarity index techniques, matrix factorization, reinforcement, models, and graph representations and community detections. The book also includes miscellaneous methods of different modalities in deep learning, agent-driven AI techniques, and automata-driven systems and will improve the understanding and development of automated machine learning systems for supervised, unsupervised, and recommendation-driven learning systems. It is intended for use by data scientists, technology developers, professionals, students, and researchers.
| Author | : Agnihotri, Alka |
| Publisher | : IGI Global |
| Total Pages | : 356 |
| Release | : 2024-06-03 |
| Genre | : Business & Economics |
| ISBN | : |
The rapid advancement of technology is disrupting traditional leadership paradigms, challenging leaders to adapt to new ways of thinking and operating. Emerging technologies such as artificial intelligence, robotics, and the Internet of Things are revolutionizing industries, creating a pressing need for leaders who can navigate this digital landscape effectively. However, many leaders need to gain the knowledge and skills to harness these technologies to their full potential, leading to missed opportunities and ineffective leadership practices. Impact of New Technology on Next-Generation Leadership offers a comprehensive solution to this pressing challenge. This book provides a deep dive into how emerging technologies reshape leadership roles and responsibilities, offering practical insights and strategies for leaders to thrive in this new era. This book is essential reading for graduates, post-graduates, and professionals in management and related fields, as well as academics and researchers seeking to stay ahead in the ever-evolving leadership landscape.
| Author | : Zhao, Jingyuan |
| Publisher | : IGI Global |
| Total Pages | : 346 |
| Release | : 2021-06-11 |
| Genre | : Business & Economics |
| ISBN | : 1799877663 |
E-collaboration is a tool that breaks the boundaries of activities within and between organizations. E-collaboration technologies are making it easier than ever for people to work together no matter where they happen to be. Succeeding with collaboration at a level where it represents a competitive advantage requires a broad approach. Internal social networks can circumvent bureaucratic boundaries and facilitate information sharing activities among individuals across hierarchies and divisions or departments. This allows organizations to acquire resources or competencies from external sources that otherwise would be difficult or expensive to access. Accordingly, organizations focus more on their own areas of competence and gain a competitive advantage by acquiring richer content and better solutions in a creative and cost-effective way. Challenging times can provide new opportunities that need to be detected at the right time. There must be many other sources of competitive advantages which should support the main source of competitive value. Competitive advantage may be gained if the organization is able to find sources of competitive advantage in time of economic crises. Organizations have rapidly deployed technology solutions, such as collaboration tools and cloud computing, which enable their employees to work remotely and continue these organizational operations, especially during times of crisis. E-Collaboration Technologies and Strategies for Competitive Advantage Amid Challenging Times focuses on e-collaboration technologies, strategies, and solutions from a perspective of organizational competitive advantage, including e-collaboration technologies’ situation and solutions, innovation systems, competition and strategies, marketing, and growth capabilities. The book presents a full understanding on e-collaboration technologies, strategies, and solutions in organizations, and provides insight for how to develop e-collaboration technologies, strategies, and solutions more generally so as to simultaneously leverage potential benefit and guard against potential risk, promoting organizational competitive advantage amid challenging times. This book is ideally intended for policymakers, government officials, corporate heads of firms, managers, managing directors, practitioners, researchers, academicians, and students seeking information on the e-collaboration technologies being employed in businesses in times of crisis.
| Author | : Zhao, Jingyuan |
| Publisher | : IGI Global |
| Total Pages | : 461 |
| Release | : 2022-04-08 |
| Genre | : Computers |
| ISBN | : 1799896420 |
Necessity is the mother of invention; challenging times can provide new opportunities that must be detected and exploited at the right moments. The COVID-19 pandemic has demonstrated that it is not only an issue of healthcare but also a challenge for the global economy, business, and society. Organizations have rapidly deployed technology solutions that enable them to work and service remotely and continue most of their normal operations. The Handbook of Research on Technologies and Systems for E-Collaboration During Global Crises focuses on emerging technologies and systems, strategies, and solutions for e-collaboration. This book assesses the importance of technologies and systems for e-collaboration in dealing with emerging crises such as pandemics. Covering topics such as deep learning processes, machine vision, and profit-sharing models, it is an essential resource for computer scientists, public officials, engineers, students and professors of higher education, healthcare administration, programmers, researchers, and academicians.
| Author | : Khosrow-Pour D.B.A., Mehdi |
| Publisher | : IGI Global |
| Total Pages | : 1162 |
| Release | : 2020-02-01 |
| Genre | : True Crime |
| ISBN | : 1522597166 |
As society continues to rely heavily on technological tools for facilitating business, e-commerce, banking, and communication, among other applications, there has been a significant rise in criminals seeking to exploit these tools for their nefarious gain. Countries all over the world are seeing substantial increases in identity theft and cyberattacks, as well as illicit transactions, including drug trafficking and human trafficking, being made through the dark web internet. Sex offenders and murderers explore unconventional methods of finding and contacting their victims through Facebook, Instagram, popular dating sites, etc., while pedophiles rely on these channels to obtain information and photographs of children, which are shared on hidden community sites. As criminals continue to harness technological advancements that are outpacing legal and ethical standards, law enforcement and government officials are faced with the challenge of devising new and alternative strategies to identify and apprehend criminals to preserve the safety of society. The Encyclopedia of Criminal Activities and the Deep Web is a three-volume set that includes comprehensive articles covering multidisciplinary research and expert insights provided by hundreds of leading researchers from 30 countries including the United States, the United Kingdom, Australia, New Zealand, Germany, Finland, South Korea, Malaysia, and more. This comprehensive encyclopedia provides the most diverse findings and new methodologies for monitoring and regulating the use of online tools as well as hidden areas of the internet, including the deep and dark web. Highlighting a wide range of topics such as cyberbullying, online hate speech, and hacktivism, this book will offer strategies for the prediction and prevention of online criminal activity and examine methods for safeguarding internet users and their data from being tracked or stalked. Due to the techniques and extensive knowledge discussed in this publication it is an invaluable addition for academic and corporate libraries as well as a critical resource for policy makers, law enforcement officials, forensic scientists, criminologists, sociologists, victim advocates, cybersecurity analysts, lawmakers, government officials, industry professionals, academicians, researchers, and students within this field of study.
| Author | : Sar?, Gül?ah |
| Publisher | : IGI Global |
| Total Pages | : 634 |
| Release | : 2022-08-19 |
| Genre | : Education |
| ISBN | : 1668454270 |
Bullying has been an issue for generations across fields and industries and can affect children as well as adults. With the rise of social media in recent years, bullying has evolved to include new forms such as cyberbullying and peer bullying. In the past, victims were able to escape their bullies in safe places, such as their homes. Nowadays, with technology keeping society constantly connected, bullies are able to exert their influence at all times. This is taking a far greater mental toll on bullied adults and children leading to burnout in the workplace, stress, anxiety, depression, and more. To understand and develop possible solutions to prevent bullying, further study is required. The Handbook of Research on Bullying in Media and Beyond considers the various forms of bullying and analyzes their representation in the media. The book also discusses the evolution of bullying throughout the years and how media and technology have played a key role in the changing landscape. Covering topics such as body image, peer bullying, social media, and violence, this major reference work is ideal for policymakers, computer scientists, psychologists, counselors, researchers, academicians, scholars, practitioners, instructors, and students.
