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What is Induction

Handbook of Research on Information and Cyber Security in the Fourth Industrial Revolution
Extraction of text sets from computational means.
Published in Chapter:
Inducing Six-Word Stories From Curated Text Sets to Anticipate Cyberwar in 4IR
Shalin Hai-Jew (Hutchinson Community College, USA)
DOI: 10.4018/978-1-5225-4763-1.ch015
Abstract
From curated “cyberwar” text sets (from government, mainstream journalism, academia, and social media), six-word stories are computationally induced (using word frequency counts, text searches, word network analysis, word clustering, and other means), supported by post-induction human writing. The resulting inducted six-word stories are used to (1) describe and summarize the underlying textual information (to enable a bridge to a complex topic); (2) produce insights about the underlying textual information and related in-world phenomena; and (3) answer particular research questions. These resulting six-word stories are analyzed along multiple dimensions: data sources (government, journalism, academia, and social media), expert calls-and-crowd responses, and by time periods (pre-cyberwar and cyberwar periods). The efficacy of this six-word story induction process is evaluated, and the extracted six-word stories are applied to cyberwar potentials during the Fourth Industrial Revolution (4IR).
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More Results
Creating and Analyzing Induced Decision Trees From Online Learning Data
The act of learning patterns from a set of evidence (through manual and computational means).
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An Evidence-Based Health Information System Theory
Is aiming at empirical provable coherence between the premises and experience, in order to derive a probable generalization. Yet, induction only classifies the data.
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Mentoring and Lived Experiences of Beginning Teachers in a Resident Teacher Program
Programs and activities aimed at ushering novices into professional practice.
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Enhancing First-Year Teacher Capacity Through Ongoing Relationships: A Teacher Mentoring Case Study
Programs which are designed to offer support, guidance, and orientation for beginning teachers.
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Induction of Teachers in the English Speaking Caribbean
A comprehensive, systematic program of support provided for new teachers aimed at helping them to adjust to the demands of the profession, experience professional growth and contribute to students’ development.
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Leading Transformational Experiences for K-8 Teachers: How to Build Capacity to Implement Innovative Practices
Induction is a socialization process that determines how a school district acclimates its new teachers. The induction commonly consists of an orientation process, collaboration amongst new teachers, as well as professional development activities designed to affect teaching and student achievement.
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Investigating the Impacts of Coaching and Mentoring Through Induction on the Experienced Teachers
Induction is a program aims to provide some systematic and sustained assistance to the teachers who are new to a school context.
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Fuzzy Decision Trees
A technique that infers generalizations from the information in the data.
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The Ontology of Randomness
In logic, the degree of probability that a conclusion will follow from the premises. Open systems.
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Fuzzy Decision-Tree-Based Analysis of Databases
It is a technique that infers generalizations from the information in the data.
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Enhancing Quality Teacher Education Programs in Developing Countries
Process of receiving and welcoming new student teachers by giving them information they need to settle down happily and commence learning the content and context of the teaching profession.
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Visualizing Big Data From a Philosophical Perspective
In an argument, the Conclusions follow only probabilistically from the premises. The scope of the Conclusions are larger than the set of premises individually or collectively.
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The Role of Teacher Self-Strategies in First Year Teacher Experience and Teacher Socialisation
Conceptualised as a process which acts as a bridge between initial teacher education and subsequent professional development and enables a new teacher to become an effective member of the school.
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Teacher Fellows: A School/University Partnership for Beginning Teachers
The period including first through third year of teaching after receiving certification or licensure to teach.
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