Patent application number | Description | Published |
20100122178 | AUTOMATIC, PERSONALIZED ONLINE INFORMATION AND PRODUCT SERVICES - A method for providing automatic, personalized information services to a computer user includes the following steps: transparently monitoring user interactions with data during normal use of the computer; updating user-specific data files including a set of user-related documents; estimating parameters of a learning machine that define a User Model specific to the user, using the user-specific data files; analyzing a document to identify its properties; estimating the probability that the user is interested in the document by applying the document properties to the parameters of the User Model; and providing personalized services based on the estimated probability. Personalized services include personalized searches that return only documents of interest to the user, personalized crawling for maintaining an index of documents of interest to the user; personalized navigation that recommends interesting documents that are hyperlinked to documents currently being viewed; and personalized news, in which a third party server customized its interaction with the user. The User Model includes continually-updated measures of user interest in words or phrases, web sites, topics, products, and product features. The measures are updated based on both positive examples, such as documents the user bookmarks, and negative examples, such as search results that the user does not follow. Users are clustered into groups of similar users by calculating the distance between User Models. | 05-13-2010 |
20130073390 | AUTOMATIC, PERSONALIZED ONLINE INFORMATION AND PRODUCT SERVICES - A method for providing automatic, personalized information services to a computer user includes the following steps: transparently monitoring user interactions with data during normal use of the computer; updating user-specific data files including a set of user-related documents; estimating parameters of a learning machine that define a User Model specific to the user, using the user-specific data files; analyzing a document to identify its properties; estimating the probability that the user is interested in the document by applying the document properties to the parameters of the User Model; and providing personalized services based on the estimated probability. Personalized services include personalized searches that return only documents of interest to the user, personalized crawling for maintaining an index of documents of interest to the user; personalized navigation that recommends interesting documents that are hyperlinked to documents currently being viewed; and personalized news, in which a third party server customized its interaction with the user. | 03-21-2013 |
20140188475 | FAST OUT-OF-VOCABULARY SEARCH IN AUTOMATIC SPEECH RECOGNITION SYSTEMS - A method including: receiving, on a computer system, a text search query, the query including one or more query words; generating, on the computer system, for each query word in the query, one or more anchor segments within a plurality of speech recognition processed audio files, the one or more anchor segments identifying possible locations containing the query word; post-processing, on the computer system, the one or more anchor segments, the post-processing including: expanding the one or more anchor segments; sorting the one or more anchor segments; and merging overlapping ones of the one or more anchor segments; and searching, on the computer system, the post-processed one or more anchor segments for instances of at least one of the one or more query words using a constrained grammar. | 07-03-2014 |
20140337072 | ACTIONABLE WORKFLOW BASED ON INTERACTION ANALYTICS ANALYSIS - A system and method for analyzing interactions between end users and contact center agents, and for generating work items. An interaction analytics server analyzes contact center interactions, continuously or in batches, for characteristics including topics, sentiment, satisfaction, and business outcome, and delivers the results to an intelligent workload distribution server, which generates one or more work items for assignment to suitably skilled agents or stakeholders. | 11-13-2014 |
20150032452 | SYSTEM AND METHOD FOR DISCOVERING AND EXPLORING CONCEPTS - A method for identifying concepts in a plurality of interactions includes: filtering, on a processor, the interactions based on intervals; creating, on the processor, a plurality of sentences from the filtered interactions; computing, on the processor, a saliency of each the sentences; pruning away, on the processor, sentences with low saliency for generating a set of informative sentences; clustering, on the processor, the sentences of the set of informative sentences for generating a plurality of sentence clusters, each of the clusters corresponding to a concept of the concepts; computing, on the processor, a saliency of each of the clusters; and naming, on the processor, each of the clusters. | 01-29-2015 |
20150032746 | SYSTEM AND METHOD FOR DISCOVERING AND EXPLORING CONCEPTS AND ROOT CAUSES OF EVENTS - A method for determining a cause of events detected in a plurality of interactions includes: identifying, on a processor, a plurality of elements in the interactions; detecting, on the processor, a plurality of sequences of elements in the interactions; mining, on the processor, the plurality of sequences for generating a set of supported patterns; computing, on the processor, association rules from the set of supported patterns; and returning the computed association rules. | 01-29-2015 |
20150117632 | SYSTEM AND METHOD FOR PERFORMANCE-BASED ROUTING OF INTERACTIONS IN A CONTACT CENTER - A system and method for performance-based routing of interactions in a contact center. A routing server receives information on an interaction to be routed, and identifies a call reason for the interaction. The identification of the call reason may be based, for example, speech analytics. The routing server identifies one or more agents having experience in handling the topic. The routing server further determines a proficiency level of the identified agents in handling the topic, and selects one of the identified agents having at least a minimum level of proficiency. The routing server transmits a message for routing the interaction to the selected agent. | 04-30-2015 |
20150120289 | PREDICTING RECOGNITION QUALITY OF A PHRASE IN AUTOMATIC SPEECH RECOGNITION SYSTEMS - A method for predicting a speech recognition quality of a phrase comprising at least one word includes: receiving, on a computer system including a processor and memory storing instructions, the phrase; computing, on the computer system, a set of features comprising one or more features corresponding to the phrase; providing the phrase to a prediction model on the computer system and receiving a predicted recognition quality value based on the set of features; and returning the predicted recognition quality value. | 04-30-2015 |