Discusses the interdependencies between parameter estimation and properties of probabilistic models, such as dependency assumptions, binary vs. nonbinary features, and estimation sample selection. An optimum estimation for binary features applicable to information retrieval is defined, a method for computing this estimation using empirical data is…

Textual properties of documents were analyzed to identify predictive variables for various document qualities by means of statistical and linguistic methods. A collection of 1000 documents was created, and each document was judged in terms of nine document qualities (accuracy, reliability, objectivity, depth, author/producer credibility,…

Describes a study conducted at Rutgers University (New Jersey) that observed 24 graduate students' relevance judgments during information retrieval. Discusses implications for finding relevance dimensions, the measurement of relevance, thesaurus construction, evaluation of information retrieval, and variables affecting relevance judgments. (LRW)

Presents a new measure of retrieval evaluation called corrected precision, which refines the traditional measures of recall and precision by taking into account differences among users in their selectivity when judging document relevance. The formula for calculating corrected precision is explained, and results from an empirical study of relevance…

A study of logical reasoning ability of endusers searching a CD-ROM index and its correlation to searching performance was conducted at the University of Illinois at Urbana-Champaign. Findings showed a correlation between cognitive skills and citation selection and indicated that computer system design can be improved using a cognitive engineering…

Argues that, given a document and a query, users first judge the document against the individual concepts in the query and then use some inferencing process to derive a compound judgment for the entire query. The research examines the relative effectiveness of probabilistic and fuzzy models at predicting users' compound judgments. (23 references)…

The use of assessment information by school administrators involved in a statewide assessment program was investigated. Data from 93 superintendents were analyzed to determine the relationships between information usage and perceptions of assessment information relevance, problem identification, and origin of superintendent. Local dissemination of…

Describes a study that addressed the problem of predicting pertinence of documents from citations. The difference between pertinence and relevance is discussed; the use of eye movement monitoring and verbal reports is explained; and citation viewing is discussed in terms of extensity, intensity, and motility. (20 references) (LRW)

Reports on a study of user-based relevance interpretations which considered the nature of users' thought processes in evaluating bibliographic citations produced by a document retrieval system. Factors found to be important include an individual's subject knowledge, professional training, educational background, anticipated usage of documents,…

This study examined the experiences of 59 novice end users with a multifile, full-text information retrieval system. A regression model was developed of the relative contributions of computer, system, and subject knowledge to search success as measured by user judgments of the relevance of retrieved documents. Results indicated all three variables…