Patent application number | Description | Published |
20110307464 | System And Method For Identifying Trending Targets Based On Citations - A new approach is proposed that contemplates systems and methods to identify trending objects that are targets of citations without actually conducting a search. Under the approach, a score is accumulated for each object as a function of the count of citations and influence of the citing subjects/sources/authors within a given time period starting from the timestamp of the earliest citation of the object. A threshold on the score can be predicted or predetermined, which only a certain number but not all of objects are able to exceed. The objects which scores exceed the said threshold are then identified as trending objects within its relevant categories without actually conducting a search and without having to wait for the given time period to be concluded. Finally, a list of top-ranking objects that have been identified is generated and presented to the user. | 12-15-2011 |
20110307465 | System and method for metadata transfer among search entities - A new approach is proposed that contemplates systems and methods to ascribe or transfer metadata from one search-related entity to another, where each entity can be one of subject or source, citation, and object or target. First, one or more complete or incomplete attributes associated with one or more of entities across source, citation and target are identified with a high degree of probable accuracy, wherein such metadata or attributes include but are not limited to, time, language, and location of the entities. The identified attributes are then ascribed or transferred from one entity where the metadata is available to other search entities. Finally, the transferred attributes can be utilized to facilitate the selection and ranking of the cited targets for the search result. | 12-15-2011 |
20110307466 | System and method for determining quality of cited objects in search results based on the influence of citing subjects - A new approach is proposed that contemplates systems and methods to examine and determine quality of objects cited by citations in a search result based on a citation graph that includes citing subjects, citations, and cited objects. First, influence scores of a plurality of subjects/sources that compose the citations of the objects in the search result are calculated. The quality of the objects cited by the subjects can then be determined by examining the influence scores for the subjects of the citations. Finally, the cited objects selected can be presented to a user or provided to a thirty party for further processing together with the relevant citations and citing subjects. | 12-15-2011 |
20110307469 | System and method for query suggestion based on real-time content stream - A new approach is proposed that contemplates systems and methods to provide query suggestions including real-time suggestion of complete query terms, which can be phrases, to a user by analyzing and indexing the real-time history/stream of content or documents in addition to the stream of queries entered. Since the real-time indexing generates a count of potential results for each term found and/or indexed in the stream, the terms found in that stream can then be used as potential query suggestions, knowing that it will be possible to provide results for those queries. | 12-15-2011 |
20110313986 | System and method for query temporality analysis - A new approach is proposed that contemplates systems and methods to determine temporality of a query in order to generate a search result including a list of objects that are not only based on matching of the objects to the query but also based on temporality analysis of the query. Here, the temporality of the query can be defined as the distribution over time of the objects matching the query, i.e., the chronology histogram of the query. Such distribution can be analyzed to provide a classification of the intent of the query. Classification of the intent of the query can result either in discrete classification of the query into categories, or in continuous classification of the query which may be a scalar or vector value resulting from transformations of the chronology histogram. | 12-22-2011 |
20110313987 | System and method for search of sources and targets based on relative expertise of the sources - A new approach is proposed that contemplates systems and methods to provide a ranking of citied objects and citing subjects identified as results of a search, where the relative expertise of subjects or sources of citations to said targets or objects is considered. The relative expertise is a function of the share of the subject's citations matching the query term or search criteria relative to the share of all subjects' citations matching the query term, weighted by the influence of the subjects. This allows the identification of “experts” on “topics” without any pre-defined categorization of topics or pre-computation of expertise. Under this novel approach, expertise can be determined on any query term in real-time. | 12-22-2011 |
20110313988 | System and method for search of sources and targets based on relative topicality specialization of the targets - A new approach is proposed that contemplates systems and methods to provide a ranking of subjects or objects identified as results of a search, where “topicality specialization” and “relative topicality specialization” of the objects is computed and considered. The relative topicality specialization of an object is a function of the share of citations for the object matching the query term among all citations for all objects matching the query term. The computation of the topicality specialization and the relative topicality specialization for objects allow the identification of “specialized objects” for “topics” without any pre-defined categorization of topics or pre-computation of expertise. | 12-22-2011 |
20110313989 | System and method for customizing search results from user's perspective - A new approach is proposed that contemplates systems and methods to generate customized subjective search results from the perspective of a user who conducts the search or any other subject entity of chosen by the user. A scored subject list is created from the user's network of sources/subjects/contacts, where each element on the list is a subject/source and the score reflects the subject's potential influence or closeness of its connection/relation with the user. Once created, the subject list is then used as a bias filter on the list of citations from search results. With such influence-weighted citation scores, objects and/or subjects from citations of subjects that have big influence on or enjoy high respect from the user will be ranked prominently in the search result presented to the user, thus biasing the search results from the user's perspective. | 12-22-2011 |
20120239637 | System and method for determining quality of cited objects in search results based on the influence of citing subjects - A new approach is proposed that contemplates systems and methods to examine and determine quality of objects cited by citations in a search result based on a citation graph that includes citing subjects, citations, and cited objects. First, influence scores of a plurality of subjects/sources that compose the citations of the objects in the search result are calculated. The quality of the objects cited by the subjects can then be determined by examining the influence scores for the subjects of the citations. Finally, the cited objects selected can be presented to a user or provided to a thirty party for further processing together with the relevant citations and citing subjects. | 09-20-2012 |
20120278298 | System and method for query temporality analysis - A new approach is proposed that contemplates systems and methods to determine temporality of a query in order to generate a search result including a list of objects that are not only based on matching of the objects to the query but also based on temporality analysis of the query. Here, the temporality of the query can be defined as the distribution over time of the objects matching the query, i.e., the chronology histogram of the query. Such distribution can be analyzed to provide a classification of the intent of the query. Classification of the intent of the query can result either in discrete classification of the query into categories, or in continuous classification of the query which may be a scalar or vector value resulting from transformations of the chronology histogram. | 11-01-2012 |
20120284248 | System and method for metadata transfer among search entities - A new approach is proposed that contemplates systems and methods to ascribe or transfer metadata from one search-related entity to another, where each entity can be one of subject or source, citation, and object or target. First, one or more complete or incomplete attributes associated with one or more of entities across source, citation and target are identified with a high degree of probable accuracy, wherein such metadata or attributes include but are not limited to, time, language, and location of the entities. The identified attributes are then ascribed or transferred from one entity where the metadata is available to other search entities. Finally, the transferred attributes can be utilized to facilitate the selection and ranking of the cited targets for the search result. | 11-08-2012 |
20120284253 | System and method for query suggestion based on real-time content stream - A new approach is proposed that contemplates systems and methods to provide query suggestions including real-time suggestion of complete query terms, which can be phrases, to a user by analyzing and indexing the real-time history/stream of content or documents in addition to the stream of queries entered. Since the real-time indexing generates a count of potential results for each term found and/or indexed in the stream, the terms found in that stream can then be used as potential query suggestions, knowing that it will be possible to provide results for those queries. | 11-08-2012 |
20120290551 | System And Method For Identifying Trending Targets Based On Citations - A new approach is proposed that contemplates systems and methods to identify trending objects that are targets of citations without actually conducting a search. Under the approach, a score is accumulated for each object as a function of the count of citations and influence of the citing subjects/sources/authors within a given time period starting from the timestamp of the earliest citation of the object. A threshold on the score can be predicted or predetermined, which only a certain number but not all of objects are able to exceed. The objects which scores exceed the said threshold are then identified as trending objects within its relevant categories without actually conducting a search and without having to wait for the given time period to be concluded. Finally, a list of top-ranking objects that have been identified is generated and presented to the user. | 11-15-2012 |
20120290552 | System and method for search of sources and targets based on relative topicality specialization of the targets - A new approach is proposed that contemplates systems and methods to provide a ranking of subjects or objects identified as results of a search, where “topicality specialization” and “relative topicality specialization” of the objects is computed and considered. The relative topicality specialization of an object is a function of the share of citations for the object matching the query term among all citations for all objects matching the query term. The computation of the topicality specialization and the relative topicality specialization for objects allow the identification of “specialized objects” for “topics” without any pre-defined categorization of topics or pre-computation of expertise. | 11-15-2012 |
20130091087 | Systems and methods for prediction-based crawling of social media network - A new approach is proposed that contemplates systems and methods to support efficient crawling of a social media network based on predicted future activities of each user on the social network. First, data related to a user's past activities on a social network are collected and a pattern of the user's past activities over time on the social network is established. Based on the established pattern on the user's past activities, predictions about the user's future activities on the social network can be established. Such predictions can then be used to determine the collection schedule—timing and frequency—to collect data on the user's activities for future crawling of the social network. | 04-11-2013 |
20130110928 | Systems and methods for sentiment detection, measurement, and normalization over social networks | 05-02-2013 |
20130218862 | System and method for customizing analytics based on users media affiliation status - A new approach is proposed that contemplates systems and methods to generate customized search results as well as metrics, such as aggregated sentiment, counts of targets or sources or citations, or aggregated gross impressions or exposure, of social media content items over a social network while discriminating between the perspectives of individuals from the media and individuals not from the media. This approach can be used to generate search results and/or metrics including only media perspectives, or excluding media perspectives. More specifically, while social media content items are retrieved from corpus based on certain search criteria, for the purpose of providing search results or providing aggregated metrics, the search criteria can include a media or non-media filter, which is applied to the authors posting social media content to exclude or include certain authors meeting media/non-media criteria. For the application of a non-media filter, content from media authors can be excluded, or ranked below content from non-media authors. Similarly, for a media filter, content from non-media authors can be excluded, or ranked below content from media authors. | 08-22-2013 |
20130297581 | Systems and methods for customized filtering and analysis of social media content collected over social networks - A new approach is proposed that contemplates systems and methods to filter and/or rank a plurality of content items retrieved from a social network based on the sentiments expressed by the authors of the content items and/or the influence level of the authors over the social network. First, content items matching a set of keywords submitted by a user are retrieved from the social network. The sentiments and/or the influence levels of the authors of these content items are then identified in real time. Once identified, the sentiments and/or influence levels of the authors are used to filter and/or rank the retrieved content items to generate a search result that matches with the sentiment and/or influence level specified by the user. Finally, the customized search result based on the sentiments and/or the influence levels of the authors is presented to the user. | 11-07-2013 |
20130297694 | Systems and methods for interactive presentation and analysis of social media content collection over social networks - A new approach is proposed that contemplates systems and methods to provide a comprehensive platform that enables a user to interactively measure, display, and analyze various characteristics of the social content items collected over a social media network in real time. The top content items, such as posts, links, photos, and videos that contains a set of query terms and are currently trending (mentioned frequently) or trending over a period of time are identified via various measurements and presented to a user. The user is then enabled to selectively and interactively view and analyze the content items presented based on the various metrics that unique to social media content items, such as the mentions (e.g., retweets) of the content items, the authors of the content items, and the spreading of the content items. | 11-07-2013 |
20130304818 | Systems and methods for discovery of related terms for social media content collection over social networks - A new approach is proposed that contemplates systems and methods to discover one or more terms related to one or more query terms submitted by a user for search over a social media network, wherein the related terms discovered are trending and co-occurring with the submitted query terms over the social media network during a specific period of time. The terms related to the submitted keywords can be discovered based on based on various measurements that measure the trending characteristics of the terms in the social media content items collected over a period of time. Once the terms related to the submitted keywords have been discovered, they can be utilized to search or perform aggregated metrics and analytics on the social network together with the user-submitted query terms for content items containing all or most of the query terms and/or the related terms, wherein such content items obtained are presented as the search result to the user or subject to aggregate metrics and analytics presented to the user. | 11-14-2013 |
20140040371 | Systems and methods for identifying geographic locations of social media content collected over social networks - A new approach is proposed that contemplates systems and methods to identify geographic locations of all social media content items retrieved form a social network in real time, wherein the geographic locations are physical locations from which the social media content items are originated or authored. If the latitude/longitude (geographic) coordinates of the content item are available, the geographic location of the social media content item can be identified using such geographic coordinates. For content items which geographic coordinates are not available, historical archive of content items with high-confidence of geographic locations are utilized to train a location classifier to predict geographic locations of such content items with high accuracy. Finally, the identified locations of the content items are confirmed to be accurate and are presented to a user together with the content items. | 02-06-2014 |
20140250112 | Systems and methods using reputation or influence scores in search queries - One or more processors determine reputation scores for one or more subjects based on connections. One or more processors use a plurality of citations, with each citation representing an expression of opinion or description by a subject on an object. One or more processors select a subset of citations for each object from the citations citing each object. The content of the citations matches one or more search terms for a search query. One or more processors assign citation scores to a subset of a plurality of objects. The citation scores indicate relevance of the objects cited by citations and are determined based at least in part on matching one or more search terms with the content of the citations of the objects by the one or more subjects. The selection scores for an object are determined for each search query based on a subset of subjects citing the object. | 09-04-2014 |