When multiple clients are collaboratively learning and training a shared model, incentives problems can arise. The clients may have different learning objectives and application domains, or they may be competitors whose participation in the learning system could reduce their competitive advantage. While collaborative learning is a powerful…

Advances in data analytics and intelligent technologies are enabling smart learning environments that promote personalized learning. Personalized learning systems where learners engage with information in a manner tailored to their unique needs, goals, and abilities have garnered significant academic research attention. If students can achieve…

Existing personalized learning systems (PLSs) have primarily focused on providing learning analytics using data from learners. In this paper, we extend the capability of current PLSs by incorporating data from instructors. We propose a latent factor model that analyzes instructors' preferences in explicitly "excluding" particular…

In this paper, I present a design case of the problem-identification process prior to the initiation of a Networked Improvement Community (NIC). A NIC is a type of research-practice partnership (RPP) that brings together researchers and practitioners to tackle complex problems of practice, and in doing so, proposes a social reorganization of the…

In the absence of any one single internationally accepted definition of giftedness, New Zealand has officially opted to advise schools to develop their own definitions. How wise is this for a policy? Can we come closer to a definition that is sound in terms of research and that also reflects what is uniquely and essentially New Zealand? This paper…

The squeeze for time to plan lessons and complete other administrative tasks shapes a school's professional environment and, ultimately, affects the quality of instruction. As teachers are largely separate from other educators during instruction, lack of time for collaboration can be very isolating. More than half of lower secondary school…

The concept of personalization in learning appeals to many K-12 teachers and students weary of regimented, one-size-fits-all instruction. The in-vogue term personalization is used to refer to many different learning strategies and structures--from personal learning plans to greater student voice. Differentiation expert Carol Ann Tomlinson is…

As part of its proposal to the U.S. Department of Education, the Partnership for Assessment of Readiness for College and Careers (PARCC) committed to developing Kindergarten through Grade 2 Model Content Frameworks for English language arts (ELA)/literacy (K-2 Model Content Frameworks) to serve as a bridge between the Common Core State Standards…

Intended for vocational educators, the monograph analyzes the role of individualized instruction in vocational programing for special needs students. Characteristics of an individualized approach include active learning, instructional objectives, small units, evaluation, and self-pacing. Suggestions are offered for implementing an individualized…

A variety of pressures from students, alumni, legislators, and administrators has led to increasing concern about the quality of college instruction. In education and psychology, innovation frequently involves either the development of more precise behavioral approaches or more humanistics approaches; yet innovation often occurs without systematic…

Describes an automatic exercise-problem selection method which is based on the theory of Learning Diagnosis and Treatment (LDT). An optimum problem for each learner is identified by comparing the required readiness for the problem and the learner's mastery level. (Author/CMV)

This document is the initial description of the specifications of the philosophies, procedures, and processes for secondary schools to use in planning, implementing, and managing Individually Guided Education (IGE) learning programs. This is specified in a target format. Also delineated is the general and specific developmental strategy the…

This paper poses a systematic change process for secondary schools that will enable them to achieve individualized and personalized learning for students. Included in the process are a perspective on change, planning issues and elements, a strategy for planning, a target/timeline framework, and a sequence for change. Finally, a pupose-oriented…

A program that individualized the learning of concepts, skills, and attitudes usually taught in typing, office practice, and office machines. (Author)

The Educational Research and Development Unit (ERDU) of the Graduate School of Industrial Administration at Carnegie-Mellon University was formally established in January 1970 by a 5-year grant from the Ford Foundation. This report describes the research and development activities in which ERDU was engaged from January to December 1972 for the…