Abstract: Among other disclosures, a method may include collecting historical communication data and personal data relating to a portion of a plurality of communications, a sender of one or more of the communications or one or more recipients of the communications. The method may include generating a profile based on the collected historical communication data and personal data. The method may include receiving user input and incorporating the user input into the profile. The method may include presenting the profile including the user input in response to user behavior.

Abstract: Methods, systems and programming for providing a personalized snippet are presented. In one example, a request is received for a snippet related to content to be provided to a user. A plurality of portions of the content is obtained. A first score is calculated for each of the plurality of portions based on information about of the user. One or more portions are selected from the plurality of portions based on the calculated first score. The snippet related to the content is created based on the selected one or more portions. The snippet is transmitted as a response to the request.

Abstract: Techniques are described by which information needs are satisfied by taking into account a variety of contextual cues that constrain the information searched. Contextual data such as the location, speed, and direction of travel of a mobile device are used to generate or modify a search query in a way that constrains the geographic region being searched to improve the relevance of search results or recommendations provided.

Abstract: Multimodal multilabel tagging of video content may include labeling the video content with topical tags that are identified based on extracted features from two or more modalities of the video content. The two or more modalities may include (i) a video modality for the object, images, and/or visual elements of the video content, (ii) a text modality for the speech, dialog, and/or text of the video content, and/or (iii) an audio modality for non-speech sounds and/or sound characteristics of the video content. Combinational multimodal multilabel tagging may include combining two or more features from the same or different modality in order to increase the contextual understanding of the features and generate contextually relevant tags. Video content may be labeled with global tags relating to overall topics of the video content, and different sets of local tags relating to topics at different segments of the video content.

Abstract: Disclosed are systems and methods for improving interactions with and between computers in content searching, generating, hosting and/or providing systems supported by or configured with personal computing devices, servers and/or platforms. The systems interact to identify and retrieve data within or across platforms, which can be used to improve the quality of data used in processing interactions between or among processors in such systems. The disclosed systems and methods automatically pair and unpair hardware devices that are logged into a single account. Once a user logs into their profile associated with an online account, the disclosed systems and methods perform the novel, computerized steps of auto-pairing any or all of the other devices that are also logged into the account. The disclosed systems and methods allow any number of devices to be automatically paired or unpaired through shared password-less credentials associated with a single profile.

Abstract: Systems and methods are disclosed for enabling sharing of audio feeds. One method includes receiving, from a user over a network, a request to add an audio feed to a collection managed by the user; storing, in a database, a URL of the audio feed in relation to the collection; receiving, from the user over the network, a request to share the collection; and generating an RSS URL of the collection by searching the database for URLs of audio feeds stored in relation to the collection.

Abstract: Disclosed are systems and methods for improving interactions with and between computers in content providing, searching and/or hosting systems supported by or configured with devices, servers and/or platforms. The disclosed systems and methods provide a novel framework for partitioning HTML content in electronic messages based on the relative positions of the content's links within the DOM hierarchy of the messages, and basing the propagation (e.g., display or communication) of such content therefrom. The disclosed message partitioning and extraction framework can be applied online, in real-time, at scale, without any pre-processing or pre-learning/training.

Abstract: One or more computing devices, systems, and/or methods for providing content sharing recommendations are provided. For example, signals, associated with a user (e.g., a location of the user, an event occurring near the user, an activity being performed by the user, content of a message recently received by the user or being composed by the user, etc.), are evaluated to identify a context associated with the user (e.g., the user may be composing a social network post about a basketball game that the user is attending). The context is applied to content (e.g., photos, videos, documents, webpages, etc.), available to the user, to create contextualized content indicative of how appropriate or relevant such content is given the context (e.g., a basketball game photo may be more relevant than a work document). A content sharing recommendation of contextualized content may be provided to the user.

Abstract: Disclosed are systems and methods for improving interactions with and between computers in an authentication system supported by or configured with personal computing devices, servers and/or platforms. The systems interact to identify and retrieve data across platforms, which data can be used to improve the quality of data used in processing interactions between or among processors in such systems. The disclosed systems and methods provide advanced, computerized security features that dynamically, in real-time, determine parameters that must be entered in order for a user to login to a system or platform, as well as the quantity and order such parameters must be entered. The disclosed systems and methods involve computerized mechanisms for authenticating a user or device for which access to a web-based resource is desired. Requested credentials in accordance with the dynamically determined manner in which such credentials are automatically determined and requested must be appropriately entered.

Abstract: Methods, systems and programming for evaluating user satisfaction with respect to a user session are presented. In one example, one or more queries in a use session are received from a user. Information about one or more user activities is obtained. Each user activity is related to manipulation of a content item associated with one of the one or more queries. A score associated with the user session is computed based at least partially on the one or more user activities. User satisfaction with respect to the user session is determined based on the score.

Abstract: A method for online advertising includes: receiving a request for a content stream from a client device; embedding an advertisement in the content stream, and transmitting the content stream to the client device; determining a scroll dwell time of the advertisement when the content stream is presented on the client device; determining a level of performance of a guaranteed presentation amount associated with the advertisement, the level of performance based on the scroll dwell time of the advertisement. In another embodiment, candidate advertisements are identified for presentation in the content stream; for each candidate, an expected cost per time unit (eCPTU) of exposure is determined; one of the candidate advertisements is selected for inclusion in the content stream based on the eCPTU's; the content stream is transmitted to the client device.

Abstract: One embodiment of a method for summarizing an electronic document includes splitting the electronic document into a plurality of terms, wherein each of the plurality of terms is associated with a respective length, a respective informativeness score, and a respective coherence score, automatically selecting a subset of the plurality of terms, such that an aggregate informativeness score of the subset is maximized while an aggregate length of the subset is less than or equal to a maximum length, and arranging the subset as a summary of the electronic document.

Abstract: The present teaching relates to dynamically generating a card. In one example, a request is received for generating a card to be provided to a user. Dynamic information related to the request is obtained. One or more modules are selected to be put into the card based on the dynamic information. The card is generated based on the selected one or more modules.

Abstract: Disclosed herein is a system to validate information about a user, or users, derived from publicly-accessible data. The system comprises a validation system that uses private data about the user to validate the user information derived from the publicly-accessible data. The validation system may receive a validation request in connection with an inconclusive result derived from the publicly-accessible data.

Abstract: A method of installing an application on a mobile user device is disclosed. A request for the application is received. Information is received related to the mobile user device on which the application is to be installed. A version of an application is determined to send in response to the request for the application and the information related to the mobile user device. The application version is sent to the mobile user device. Information is received related to the performance of the application version. Adapted application determination information is stored related to at least a portion of the received information.

Abstract: One or more computing devices, systems, and/or methods for message classification are provided. For example, a set of messages is clustered into a set of clusters. A cluster comprises messages with similar features (e.g., similar subject lines, message body content, sender information, recipient information, structure, user action such as reading or deleting, spam vote information, etc.). Cluster features are computed for the clusters based upon features of messages within such clusters. A first table, comprising cluster entries corresponding cluster features of clusters, and a second table, comprising message entries corresponding to clusters to which messages are assigned, are created. Message features of a message are created, using the first table and second table, based upon features of the message and cluster features of clusters to which the message is assigned. A message classifier is used to classify the message (e.g., spam, safe, a threat, etc.) based upon the message features.

Abstract: A location prediction framework is described for applying location labels or tags to target documents and/or identifying location-sensitive queries. Terms in content and queries are represented by corresponding term locations vectors (TLVs) in which the term is represented as a weighted distribution across locations. Each element of a TLV represents a probability that the term corresponding to the TLV relates to a particular location. Predicted locations may be introduced as features to a ranking framework to improve the identification and ranking of search results for a given query.

Abstract: One or more computing devices, systems, and/or methods for sub-account management are provided. For example, a user may have a primary account with a service, such as a social network service, an email service, a bank service, etc. The user may create a sub-account connected/linked to the primary account. The primary account comprises and directly controls the sub-account. For example, the primary account can access content, sub-account settings, and/or sub-account activity of the sub-account from the primary account. The sub-account can be automatically disconnected from the primary account based upon a disconnect condition being satisfied.

Abstract: Briefly, example methods, apparatuses, and/or articles of manufacture are disclosed that may be implemented, in whole or in part, using one or more computing devices to facilitate and/or support one or more operations and/or techniques for in part, to facilitate and/or support one or more operations and/or techniques for ranking answers for on-line community questions.

Abstract: Multimodal multilabel tagging of video content may include labeling the video content with topical tags that are identified based on extracted features from two or more modalities of the video content. The two or more modalities may include (i) a video modality for the object, images, and/or visual elements of the video content, (ii) a text modality for the speech, dialog, and/or text of the video content, and/or (iii) an audio modality for non-speech sounds and/or sound characteristics of the video content. Combinational multimodal multilabel tagging may include combining two or more features from the same or different modality in order to increase the contextual understanding of the features and generate contextually relevant tags. Video content may be labeled with global tags relating to overall topics of the video content, and different sets of local tags relating to topics at different segments of the video content.