Methods and systems for entity recognition and disambiguation using natural language processing techniques are provided. Example embodiments provide an entity recognition and disambiguation system (ERDS) and process that, based upon input of a text segment, automatically determines which entities are being referred to by the text using both natural language processing techniques and analysis of information gleaned from contextual data in the surrounding text. In at least some embodiments, supplemental or related information that can be used to assist in the recognition and/or disambiguation process can be retrieved from knowledge repositories such as an ontology knowledge base. In one embodiment, the ERDS comprises a linguistic analysis engine, a knowledge analysis engine, and a disambiguation engine that cooperate to identify candidate entities from a knowledge repository and determine which of the candidates best matches the one or more detected entities in a text segment using context information.

Nlp-based entity recognition and disambiguation

An online application and service operates over existing photo hosting services to allow users to share digital photos hosted by multiple online photo hosting services, including ability to automatically discover relevant photos, to create a photo "album" that includes photos hosted by multiple different online services; to automatically discover relevant content and add it to an album; to chat and/or send instant messages in relation to shared photos; and automatic notifications of events of interest to users. The service includes a server based application and an associated client-side application with a graphical user interface. The technology further includes a method of "reverse tagging", i.e., automatically adding semantic tags to an online album and any photos included in it, by automatically performing an online search of an information resource in response to a user creating a name for the album, and applying results of the search as tags to the album.

Reverse Tagging of Images in System for Managing and Sharing Digital Images

A search system for searching for electronic documents, and providing a search result in response to a search query is provided. The search system includes a processor, a user interface module adapted to receive a search query from a user, the search query having at least one search query term, and a query processing module that analyzes the search query term to identify candidate synonym words. The query processing module also determines which of the candidate synonym words are equivalent terms to the search query term, and in a same sense as the search query term. In addition, the search system includes a search engine that executes a search based on the search query term and the equivalent terms.

System and method for searching for a query

Techniques for content recommendation are described. Some embodiments provide a content recommendation system (“CRS”) configured to recommend content items that are related to a collection of entities. A content item may be considered related to a collection of entities based on various factors, including whether and how often the article references or otherwise covers the entities of the collection, the size of the article, other entities that are covered by the article but that are not in the collection, article recency, or article credibility. Recommending content items may also or instead include determining entities that are related to a collection. An entity can be considered related to a collection based on various factors, such as whether the entity is of the same or similar type to entities of the collection, or whether the entity appears in some article in a relationship with one or more entities of the collection.

Content recommendation based on collections of entities

Presented herein are methods, systems, devices, and computer-readable media for image management in image-guided medical procedures. Some embodiments herein allow a physician to use multiple instruments for a surgery and simultaneously provide image-guidance data for those instruments. Various embodiments disclosed herein provide information to physicians about procedures they are performing, the devices (such as ablation needles, ultrasound transducers or probes, scalpels, cauterizers, etc.) they are using during the procedure, the relative emplacements or poses of these devices, prediction information for those devices, and other information. Some embodiments provide useful information about 3D data sets and allow the operator to control the presentation of regions of interest. Additionally, some embodiments provide for quick calibration of surgical instruments or attachments for surgical instruments.

Systems, methods, apparatuses, and computer-readable media for image management in image-guided medical procedures

In a method for displaying and capturing metadata of documents within result presentations in information access or search systems, a metadata server is used for storing a metadata associated with any searchable document and the end users are given the opportunity to view and edit metadata associated with documents returned from the metadata server which is capable of automatically creating metadata objects associated with any combination of document query and document position in a result set for a given query A search engine capable of implementing the method comprises a metadata server as part of or connected with its core search engine.

Christian Moen

Papers

Information access with usage-driven metadata feedback