1. A computer system for producing a dataset for representing a term or an object, the system comprising: one or more processors operable to receive a first group of text contents comprising a plurality of text units; receive, or identify from the text contents, a first term comprising a word or a phrase; identify a text unit comprising a sentence or a phrase containing the first term and one or more second terms each comprising a word or a phrase; identify a relation between the first term and one or more second terms in the text unit using a machine-based algorithm based on occurrence, or location, or attributes associated with the first term or the one or more second terms; determine one or more numerical values to represent the relation or the strength of the relation between the first term and the corresponding one or more second terms; collect one or more of the one or more numerical values into a group of numerical values; associate the group of numerical values to the first term to form a dataset; output the dataset as a representation of the first term or an object represented by the first term based on relations between the first term and terms other than the first term.
1. A computer system for producing a dataset for representing a term or an object, the system comprising: one or more processors operable to receive a first group of text contents comprising a plurality of text units; receive, or identify from the text contents, a first term comprising a word or a phrase; identify a text unit comprising a sentence or a phrase containing the first term and one or more second terms each comprising a word or a phrase; identify a relation between the first term and one or more second terms in the text unit using a machine-based algorithm based on occurrence, or location, or attributes associated with the first term or the one or more second terms; determine one or more numerical values to represent the relation or the strength of the relation between the first term and the corresponding one or more second terms; collect one or more of the one or more numerical values into a group of numerical values; associate the group of numerical values to the first term to form a dataset; output the dataset as a representation of the first term or an object represented by the first term based on relations between the first term and terms other than the first term. 2. The system of claim 1 , wherein the one or more processors are further operable to collect, based on the relation or based on the numerical values, one or more of the one or more second terms into a group of second terms; associate the group of second terms to the first term to form the dataset.