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…

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…

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…

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…

Three dimensions of humanistic education are used to examine the idea of educational accountability: the systemic-organizational, the interpersonal, and the personal. Implications of the personal dimension of accountability are presented. (JMF)

The model devised by the author demonstrates that learner success is the product of sound objectives, careful planning, good measuring devices, and post-teaching evaluation. (Editor)

Competency-based instruction provides the mechanism necessary to implement the democratic and humanitarian philosophies espoused by community colleges. This document discusses the need for competency-based instruction, identifies instructional methods, and provides insights into the curricular ends of this type of instruction. An instructional…