In the Eye of the Beholder: Motivational Effects of Gender Differences in Perceptions of Teachers

This study investigated whether girls’ and boys’ perceptions of their teacher may explain gender-related difference in academic motivation. One hundred and twenty-nine ninth-grade Israeli students (67 males and 62 females) completed a questionnaire designed to assess their motivation to learn, their affect while studying in school, and their perception of their teachers’ behaviors. The results indicate that girls tend to perceive their teacher as more supportive than do boys and that this perception mediates gender-related differences in motivation and emotional experience. This finding suggests a mechanism to explain gender-related differences in motivation and highlights the importance of investigating those characteristics that can affect student perception of the teacher as supportive. Beyond the known contribution of the need for a supportive environment, knowledge of such characteristics can help promote adaptive motivation.     

Does food insecurity at home affect non-cognitive performance at school? A longitudinal analysis of elementary student classroom behavior

This paper estimates models of the transitional effects of food insecurity experiences on children's non-cognitive performance in school classrooms using a panel of 4710 elementary students enrolled in 1st, 3rd, and 5th grade (1999-2003). In addition to an extensive set of child and household-level characteristics, we use information on U.S. counties to control for potential confounding effects of the local economic and noneconomic environment on children's household transitions between states of food insecurity and food security. The time horizon of our analysis affords insight into factors underlying children's formation of non-cognitive skills and the efficiency of classroom-based educational production in elementary school. Overall, we find significant negative developmental effects for children with food insecurity at home; and that children experiencing an early transition from food insecurity in 1st grade to food security in 3rd grade have even larger impairments that persist through 5th grade.     

Intent-based diversification of web search results: metrics and algorithms

We study the problem of web search result diversification in the case where intent based relevance scores are available. A diversified search result will hopefully satisfy the information need of user-L.s who may have different intents. In this context, we first analyze the properties of an intent-based metric, ERR-IA, to measure relevance and diversity altogether. We argue that this is a better metric than some previously proposed intent aware metrics and show that it has a better correlation with abandonment rate. We then propose an algorithm to rerank web search results based on optimizing an objective function corresponding to this metric and evaluate it on shopping related queries.     

The State of the Art

The Blackwell Companion and Blackwell Guide to the philosophy of education, edited respectively by Randall Curren and by Nigel Blake, Paul Smeyers, Richard Smith and Paul Standish, are potentially field-defining volumes. The present essay moves back and forth between the two books to assess the overall impression they provide of the 'state of the art'. Whilst both texts can be criticised for failing to engage sufficiently with non-philosophical work on education, these are otherwise estimable volumes, containing many fine essays that can be read with profit.     

Applications of clustering to information system design

Given the difficulty of designing and creating information systems of many components and interconnections, it is commonplace to find these tasks accomplished by means of a partition into subsystems. Later the distinct subsystems are made to interface with one another and an overall system is achieved. The purpose of the present paper is to point out the availability of methods for effecting the partition in optimal or approximately optimal ways. Clustering algorithms for the specific case of information systems are obtained and exemplified.     

Finding related sentence pairs in MEDLINE

We explore the feasibility of automatically identifying sentences in different MEDLINE abstracts that are related in meaning. We compared traditional vector space models with machine learning methods for detecting relatedness, and found that machine learning was superior. The Huber method, a variant of Support Vector Machines which minimizes the modified Huber loss function, achieves 73% precision when the score cutoff is set high enough to identify about one related sentence per abstract on average. We illustrate how an abstract viewed in PubMed might be modified to present the related sentences found in other abstracts by this automatic procedure.     

Quality, Evolution, and Positional Change of University Students’ Argumentation Patterns About Organic Agriculture During an Argument–Critique–Argument Experience

The purpose of this study was to investigate the quality, evolution, and position of university students’ argumentation about organic agriculture over a 4-week argument–critique–argument e-learning experience embedded in a first year university biology course. The participants (N??=??43) were classified into three groups based on their epistemological views. Data collected from individual arguments, group deliberations, and individual critiques were coded and analyzed to establish the quality and evolution of argumentation. Results indicated significant improvement in the quality of their justifications between the first and second arguments. Post-hoc comparison of epistemological groups indicated that the more constructivist-oriented students had a greater significant evolution of their justifications than the more empiricist-oriented students, but there was no significant main effect for epistemological orientation. Qualitative analysis of the intervening critiques indicated that some students incorporated or used other students’ arguments or counter-arguments to change their position or to enhance the justification of their original position on organic agriculture, while others appeared to be locked into a confirmation-bias stance and search for evidence that supported their original position and disregarded contradictory evidence.     

Identifying the required knowledge elements for the effective detection,investigation, and prosecution of high technology crime: The perspective of academe

This is a selective bibliography of 89 references on recruitment of minority students and faculty for graduate and professional schools and programs. Education, social sciences, and law literature were scanned for the years 1981 to 1991. Resources on recruitment in graduate and professional education are included, as well as a few relevant references of somewhat broader scope on diversity in higher education. This bibliography is divided into two parts: Part 1 is on student recruitment, Part 2 on faculty recruitment. Each part is subdivided into three sections—general literature, strategies and programs, and literature pertaining to particular fields of study or professions.