This paper proposes a computer-aided teaching model using knowledge graph construction and learning path recommendation. It first creates a multimodal knowledge graph to illustrate complex relationships among knowledge. Learning elements and sequences are then used to form time sequences stored as directed graphs, supporting flexible path…

The National Center for Education Statistics (NCES) sponsors the National Teacher and Principal Survey (NTPS) on behalf of the U.S. Department of Education in order to collect data on public and private elementary and secondary schools in the United States. The NTPS is a large-scale, nationally representative sample survey of K-12 public and…

The National Center for Education Statistics (NCES) sponsors the National Teacher and Principal Survey (NTPS) on behalf of the U.S. Department of Education in order to collect data on public and private schools, principals, and teachers in the United States. The U.S. Census Bureau conducts the survey for NCES. The NTPS provides data on the…

The overall objective of the Schools and Staffing Survey (SASS) is to collect the information necessary for a comprehensive picture of elementary and secondary education in the United States. The abundance of data collected permits detailed analyses of the characteristics of schools, principals, teachers, school libraries, and public school…

Purpose: The literature advocates educational decision-making processes that are either intuitive or systematic. While the two approaches seem to be incompatible, each has its merits. Intuitive thinking is considered to be holistic and creative, whereas the systematic approach has the advantages of a theoretical foundation and accuracy in data…

This data element dictionary is divided into five categories: course, facilities, finance, staff, and student. The data categories and definitions suggested represent common usage except in identified instances. The dictionary does not contain a complete list of data elements that should be included in an institutional data system. Unique…

The primary outcome of any information feedback system must be data for the classroom teacher. For this reason, a system's value has to be measured in terms of its usefulness to the teacher in making instructional decisions. A report should contain only data that the teacher needs and should be produced in an understandable format. User feedback…

This report serves as the survey documentation for the design and implementation of the 2003-04 Schools and Staffing Survey. Topics covered include the sample design, survey methodology, data collection procedures, data processing, response rates, imputation procedures, weighting and variance estimation, review of the quality of data, the types of…

Proposed training procedures and materials, and participants' questions on the use of the Southwest Regional Laboratory's (SWRL) student monitoring system data base in the Instructional Management System (IMS) are described. The training sessions were undertaken because IMS Version 3 requires classroom teachers to use special materials and…

One of 10 publications from a long-range vocational education planning project, this dictionary is designed to help the planner identify vocation planning data elements and organize them for storage and easy accessibility. This publication serves to identify and describe (1) those data elements required to support current planning and…

This document reports the developmental phase for the overall plan for developing and field testing a computerized information system which was designed to convert the manual collection and tabulation of data gathered from vocational programs throughout the State to a more efficient automated system. (The actual field test is reported in another…

The Northern Colorado Educational Board of Cooperative Services (NCEBOCS) Information Retrieval Center is designed to provide a communications link for teachers, librarians, and administrators with the latest research, resources and materials in the field of education. The Information Retrieval Center also provides school personnel who contact the…

Progress on projects within the overall program of the Cooperative Project for Educational Development (COPED) are described in this interim report and some tentative target dates for completion are indicated. The working documents include a report on data processing and a description of data feedback models developed by the Michigan COPED staff.…

Presents a description of a set of data processing operations and an instrument for analyzing the teaching of data collection and manipulation. The functions and reliability of the Data Processing Observed Guide (DPOG) developed for this purpose are also included. (HM)

A method to calculate the need for academic staff per faculty, based on educational programs and numbers of students, is described which is based on quantitative relations between programs, student enrollment, and total budget. The model is described schematically and presented in a mathematical form adapted to computer processing. Its application…