Access and presentation of files based on semantic proximity to current interests

摘要

A computer program product for managing and rendering one or more information nodes relative to a current focus. The computer program product receives one or more principal topics from an analysis of the information nodes. The computer program product determines a topic vector from a similarity of a first information node to each of the principal topics and a map from the topic vector to a storage location of the first information node. The computer program product determines one or more current topics from a second information node that has been recently accessed by a user and a current focus vector from a similarity of the one or more current topics to the one or more principal topics. The computer program product renders the current focus vector and the first information node according to a rendering algorithm that is applied to the current focus vector and the first information node.

主权项

1. A computer program product for managing and rendering a one or more information data nodes relative to a current focus on a display device, the computer program product comprising:
one or more non-transitory computer-readable storage media and program instructions stored on at least one of the one or more non-transitory computer-readable storage media, the program instructions, when executed by a one or more processors, comprising: program instructions to receive one or more principal topics from a content of one or more information nodes data visited by a user, wherein the one or more information nodes data includes at least one first information node data; program instructions to determine, at a computing device, a topic vector from a similarity of a content of the first information node data to the one or more principal topics, wherein the topic vector is determined using a Latent Dirichlet Allocation algorithm; program instructions to create, at the computing device, a map from the topic vector to a storage location of the first information data node; program instructions to determine, at the computing device, one or more current topics from a content of a second information node data, wherein the second information data node is an information data node that has been accessed recently; program instructions to determine, at the computing device, a current focus vector from a similarity of the one or more current topics to each of the one or more principal topics, wherein the current focus vector is determined using the Latent Dirichlet Allocation algorithm; program instructions to render a representation of the current focus vector and a representation of the first information node data on the display device according to a rendering algorithm, wherein the rendering algorithm: determines a position and a size of the representation of the current focus vector and of the first information node data; includes a force-directed drawing algorithm; includes an algorithm that renders a content of the first information node data as a word cloud; and uses the similarity of the one or more current topics to each of the one or more principal topics to generate a position and a size of the representation of the current focus vector and of the first information node data; and program instructions to access the first information data node in the storage location by selecting the representation of the first information data node.