Abstract: The present disclosure provides a new drug candidate material output apparatus, including: a communication module; a memory in which a new drug candidate material output program is stored; and a processor executing the new drug candidate material output program. The new drug candidate material output program provides a drug learning model in which an embedding vector for a chemical structure of a chemical compound and an embedding vector for change information on an amount of a transcriptome induced by each chemical compound are located in a same vector space, outputs a result of the change information on the amount of the transcriptome that matches the embedding vector for the chemical structure of the new material input to the drug learning model, or outputs information on one or more drugs that match the change information on the amount of the transcriptome that is a target input to the drug learning model.

Abstract: A consensus search device is provided, which includes a semantic data indexing unit configured to divide text data of an electronic document written about at least one object into segments, to extract at least one semantic descriptor from the each segmented text data, and to generate a semantic data index matching each of the extracted semantic descriptor to the object and the each segmented text data. The consensus search device also includes a semantic searching unit configured to retrieve an object related to a query, based on the semantic data index. The text data is divided into the segments by units of meaning.

Abstract: A frame-based opinion spam determination method is provided. The method is performed by a processor of a frame-based opinion spam determination device. The method may include (a) receiving an input text; and (b) determining whether or not the input text is opinion spam using a machine learning-based opinion spam determination model considering a frame extracted from multiple opinion spam samples as an opinion spam determination element, wherein the frame is a semantic unit of included in an event expressed in a sentence.

Abstract: Disclosed are a device and method for editing ink text data. More specifically, a device for editing digital ink data displayed on a display includes a stroke order rearrangement processing unit configured to rearrange an input order of two or more strokes on the basis of a predefined criterion to generate a rearranged input order when receiving a user input including the two or more strokes, a data generation unit configured to generate digital ink data corresponding to a rearrangement stroke reflecting the rearranged input order, and an editing unit configured to change the digital ink data displayed on the display when an editing signal is generated. Thus, a user can intuitively and easily perform the editing operation, such as update, deletion, and insertion, on digital ink data displayed on a screen, and thus feel satisfaction.

Abstract: A sentiment-based query processing system is provided. A sentiment-based query processing system includes an index establishing unit that divides at least one document into at least one segment, generates an aspect-sentiment pair by extracting an aspect keyword representing an aspect of an object of opinion described in the segment and a sentiment keyword representing document writer's sentiment regarding the aspect, and establishes an index including contents of the segment and the aspect-sentiment pair; an index storing unit that stores the index; and a query processing unit that processes a query based on the index stored in the index storing unit, so as to search and return a document describing opinion related to the query or an object describing opinion related to the query.

Abstract: Disclosed are a device and method for editing ink text data. More specifically, a device for editing digital ink data displayed on a display includes a stroke order rearrangement processing unit configured to rearrange an input order of two or more strokes on the basis of a predefined criterion to generate a rearranged input order when receiving a user input including the two or more strokes, a data generation unit configured to generate digital ink data corresponding to a rearrangement stroke reflecting the rearranged input order, and an editing unit configured to change the digital ink data displayed on the display when an editing signal is generated. Thus, a user can intuitively and easily perform the editing operation, such as update, deletion, and insertion, on digital ink data displayed on a screen, and thus feel satisfaction.

Abstract: A consensus search device is provided, which includes a semantic data indexing unit configured to divide text data of an electronic document written about at least one object into segments, to extract at least one semantic descriptor from the each segmented text data, and to generate a semantic data index matching each of the extracted semantic descriptor to the object and the each segmented text data. The consensus search device also includes a semantic searching unit configured to retrieve an object related to a query, based on the semantic data index. The text data is divided into the segments by units of meaning.

Abstract: A method and apparatus for managing a web-site. An information definition query is received for defining an integrated view of non-uniform information retrieved from a multiple sources across a network, and stored in multiple formats. An integrated view is created according to the information definition query. A site definition query is received for defining a site view for the non-uniform information at the web-site. The site view is created according to the site definition query. The non-uniform information is then presented on the web-site, typically in the form of a HTML document.