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Semantic Scholar. Semantic Scholar is a research tool for scientific literature powered by artificial intelligence. It is developed at the Allen Institute for AI and was publicly released in November 2015. [ 2] Semantic Scholar uses modern techniques in natural language processing to support the research process, for example by providing ...
Statistical semantics focuses on the meanings of common words and the relations between common words, unlike text mining, which tends to focus on whole documents, document collections, or named entities (names of people, places, and organizations). Statistical semantics is a subfield of computational semantics, which is in turn a subfield of ...
Statistical data type. In statistics, groups of individual data points may be classified as belonging to any of various statistical data types, e.g. categorical ("red", "blue", "green"), real number ( 1.68, −5, 1.7 × 10+6 ), odd number (1,3,5) etc. The data type is a fundamental component of the semantic content of the variable, and controls ...
The main academic full-text databases are open archives or link-resolution services, although others operate under different models such as mirroring or hybrid publishers. Such services typically provide access to full text and full-text search, but also metadata about items for which no full text is available.
A scientist gathering data for her research. Empirical research is research using empirical evidence. It is also a way of gaining knowledge by means of direct and indirect observation or experience. Empiricism values some research more than other kinds. Empirical evidence (the record of one's direct observations or experiences) can be analyzed ...
Many other measures have been proposed, beyond simple citation counts, to better quantify an individual scholar's citation impact. [20] The best-known measures include the h-index [21] and the g-index. [22] Each measure has advantages and disadvantages, [23] spanning from bias to discipline-dependence and limitations of the citation data source ...
Formal definition. In mathematical terms, a statistical model is a pair ( ), where is the set of possible observations, i.e. the sample space, and is a set of probability distributions on . [ 3] The set represents all of the models that are considered possible. This set is typically parameterized: .
A primary source in science is one where the authors directly participated in the research. They filled the test tubes, analyzed the data, or designed the particle accelerator, or at least supervised those who did. Many, but not all, journal articles are primary sources—particularly original research articles.