Pii: S0306-4573(99)00056-4

Pii: S0306-4573(98)00049-1

Information behavior in dynamic group work contexts: interwoven situational awareness, dense social networks and contested collaboration in command and control

In many dynamic work situations, no single individual can acquire the varied and often rapidly expanding information needed for success. Individuals must work together to collect, analyze, synthesize and disseminate information throughout the work process. Perhaps one of the most dynamic work contexts is command and control in the military at the battalion level which directs 300 to 1000 soldie...

Improving text categorization using the importance of sentences

Automatic text categorization is a problem of assigning text documents to pre-defined categories. In order to classify text documents, we must extract useful features. In previous researches, a text document is commonly represented by the term frequency and the inverted document frequency of each feature. Since there is a difference between important sentences and unimportant sentences in a doc...

Experimentation as a way of life: Okapi at TREC

The Okapi system has been used in a series of experiments on the TREC collections, investigating probabilistic models, relevance feedback and query expansion, and interaction issues. The TREC-6 ad hoc task was used to test an application of a new relevance weighting formula, which takes account of documents judged nonrelevant. The application was to a form of blind feedback (using the top-ranke...

Optimal Weight Assignment for a Chinese Signature File