Educational data mining has gained a lot of attention among scientists in recent years and constitutes an efficient tool for unraveling the concealed knowledge in educational data. Recently, semisupervised learning methods have been gradually implemented in the educational process demonstrating their usability and effectiveness. Cotraining is a…

In recent years, there has been a growing interest in pedagogical documentation and the way in which it can be applied to advance pedagogical practices in early childhood education. This study is a case analysis which focuses on the transition phase from home to kindergarten of a toddler, Leo, and his family. Documentation was performed by the…

In this qualitative descriptive case study, strategies used to manage special education administrative duties and current perspectives of administrative responsibilities of three veteran special education teachers were investigated. The three participants were also identified as teacher leaders within the department of special education for their…

Two case studies illustrate the use of Level 1 research to monitor and improve the delivery of psychological services. The cases are of a 14-year-old with escalating disruptive behavior, including assault, and a 12-year-old with escalating nocturnal enuresis. The article urges research evaluating Level 1 research techniques and development of…

A survey of 301 Illinois special libraries was conducted in 1982 to determine the number and type of statistics collected by these libraries and the ways in which these data are used. The mean number of statistics collected was reported as 10, including both technical and public service measures. Measures kept regularly by at least 50% of the…

This case study illustrates the contributions of continuous data monitoring to clinical decision making in the treatment of an adolescent with severe conduct problems. Use of a comprehensive point system that required monitoring and graphing and frequent review provided the client and parents with visual feedback of progress. An additional…

A case study illustrates how the ongoing data-based monitoring of timeout use by parents enhanced the treatment of an 8-year-old boy, referred because of noncompliance in the home. Maintaining the timeout record enabled rapid refinements in the timeout procedure by providing a feedback mechanism to the therapist, identification of the need for…

This case report describes treatment of a 6-year-old boy with oppositional defiant disorder with Parent-Child Interaction Therapy, an empirically validated treatment for children with externalizing behavior problems. Data collection methods included completion of parent and teacher reports, behavior observations during every clinic session, and…

The papers given at the May 17-19, 1971 forum on Management of Information Analysis Centers held at the National Bureau of Standards in Gaithersburg, Md. are presented in four sessions separated by topic. Besides the welcoming remarks and the keynote address, session 1 contains three general papers on information analysis centers and automatic…