IN THE CLINICAL SETTING we want to enhance the learning of students, junior doctors and trainees to help them be better doctors, but not increase the time we spend making that happen. Junior doctors are adults who want to learn. If we feel that learning is not progressing as it should, we need to consider whether the style in which we teach and the style in which junior doctors like to learn ar...

Accurate readability assessment of health related materials is a critical first step in producing easily understandable consumer health information resources and personal health records. Existing general readability formulas may not always be appropriate for the medical/consumer health domain. We developed a new health-specific readability pilot measure, based on the differences in semantic and...

Emerging technological innovations such as electronic health records (EHRs), regional health information organizations (RHIOs), and the nationwide health information network (NHIN) have enabled increased sharing of medical records in the healthcare community. Recent studies have shown that patients do not trust their healthcare providers to keep their medical records safe from unauthorized rele...

Abstract An improved text classification method based on domain ontology is proposed in this paper to organize the mass information that records node enterprises’ innovation activities under supply chain environment. This can classify documents of enterprises without a training set. It achieves precision 80% for documents’ classification, which outperforms baseline method. Besides, constructs t...

the purpose the present is the citation and co-authorship analysis of the islam and quranic science researchers in “web of science” database and mapping the scientific structure of this domain between years of 1993–2012.this research is applying and we use scientometric methods and some rules and procedures related to this domain,. histcite™ software was utilized to mapping the structure of sci...

We present an automated method of generating human-readable summaries from text documents such as news, technical reports, government documents, and even court records. Our approach exploits an empirical observation that much of the written text display certain regularities of organization and style, which we call the Discourse Macro Structure (DMS). A summary is therefore created to reflect th...

While patients can freely access their Electronic Health Records or online health information, they may not be able to correctly understand the content of these documents. One of the challenges is related to the difference between expert and non-expert languages. We propose to investigate this issue within the Information Retrieval field. The patient queries have to be associated with the corre...

Occurence patterns of words in documents can be expressed as binary vectors. When two vectors are similar, the two words corresponding to the vectors may have some implicit relationship with each other. We call these two words a correlated pair. This report describes a method for obtaining the most highly correlated pairs of a given size. In practice, the method requires computation time, and m...

the purpose of this study was to map the structure of scientific outputs of petroleum field in science citation index (sci) accessible via web of science (wos) during 1990 to 2011 and determine the position of iran. the used research methods were citation analysis and historiography. the results showed that there were totally 26859 records indexed in the petroleum discipline during 1990-2011 in...

Topical indexing of documents with keyphrases is a common method used for revealing the subject of scientific and research documents to both human readers and information retrieval tools, such as search engines. However, scientific documents that are manually indexed with keyphrases are still in the minority. This work proposed a new unsupervised method for automatic keyphrase extraction from s...