Abstract: A learning device includes a classification unit that classifies data to be determined by using a learner configured to classify data based on a predetermined feature among features included in the data. The learning device includes an estimation unit that estimates, from classification results according to the classification unit, the behavior of the probability of a mistake occurring in the classification results according to the classification unit based on a large deviation principle. The learning device includes a determination unit that determines, based on the behavior estimated by the estimation unit, whether to add a new feature to an object to be learned for the learner.

Abstract: Methods and system for generating a first set of selection options for presentation on a display screen of a television. Each first set selection option identifies a sub-set of symbols. The presentation provides a visual representation of spatial relationship between the first set of selection options and a first group of input options available on a physical remote control. A first user selection is received for the first group of input options. In response to receiving the first user selection, a second set of selection options corresponding to the first user selection, is generated for presentation as a visual representation of spatial relationship between the second set of selection options and a second group of input options available on the physical remote control. A second user selection is received for the input options from the second group and is interpreted to identify selection of one of the sub-set of symbols.

Abstract: Systems and methods to process and/or present information relating to voice messages for a user that are received from other persons. In one embodiment, a method implemented in a data processing system includes: receiving first data associated with prior communications or activities for the user on a mobile device; receiving a voice message for the user; transcribing the voice message using the first data to provide a transcribed message; and sending the transcribed message to the mobile device for display to the user. In one embodiment, options are displayed for selection by the user to correct a misspelled word in the transcribed message.

Abstract: A system and method for driver-aware notification that collects and analyzes contextual information about the driving environment to free a device owner from having to decide whether or not to answer an incoming message.

Abstract: A content item presented to a user may involve two or more topics, such as news articles mentioning athletes or actors. Users may enjoy expressing opinions about a comparison of the topics, such as personal preferences or an evaluation of talent. Presented herein are techniques for automatically generating, for the content item, a poll among the topics of the content item. The respective comparisons of a comparison set are evaluated for the topics of the content item, and a comparison relevance score is computed identifying the relevance of the comparison of the topics. The comparison having the highest relevance for the topics is selected, and a comparison question is formulated and presented to the user with the content item. Results may be tabulated and presented for the topics of the content item. These techniques facilitate user expression about the content item without depending upon user-authored polls for each content item.

Abstract: A method comprises retrieving a profile of a given user, the given user having a given-user device; delivering a content item to the given-user device; receiving one or more user-specified tags associated with the content item; identifying one or more buddies of the user as indicated in the profile; and delivering the one or more tags to the one or more buddies.

Abstract: Methods, systems and programming for providing content. In one example, a request for content is received from a user. One or more parameters associated with a platform on which the requested content is to be presented are obtained. A plurality pieces of addition content are obtained based on the requested content or information associated with the user. Each piece of the addition content is associated with a user engagement metric. A layout of an enriched content page is determined based on the one or more parameters. The layout of the enriched content page includes one or more slots for presenting content. One or more pieces of the additional content are assigned to the one or more slots based on the user engagement metric. The enriched content page including the requested content and the one or more pieces of the additional content is transmitted to the platform.

Abstract: A system can throttle compression of instrumentation data related to a page view, by throttled scanning processes. Then that data can be communication over the Internet to a server effectively. The scanning of instrumentation data can be performed via batch processing; and therefore, data for compression may be maximized or throttled. The system can also accelerate the various caching options involved with the streaming of content items and ad items. For example, such items can be retrieved by the local and/or remote caches associated with the client-side application and/or the page view, prior to the items being requested by and/or presented to a user, via batch retrieval processes. These batch retrieval processes can also be combined with the batch scanning processes.

Abstract: A determination device includes a detection unit that detects acceleration. The determination device includes a setting unit that sets a reference direction based on the acceleration detected by the detection unit. The determination device includes an acquisition unit that acquires a characteristic amount based on acceleration in a direction with respect to the reference direction act by the setting unit. The determination device includes a determination unit that determines a traveling state of a terminal device by using the characteristic amount acquired by the acquisition unit.

Abstract: An advertisement generation apparatus includes a generating unit that generates a page to be displayed on a terminal device that displays an advertisement on a screen. The page includes a content page and an advertising page that are superimposed one on top of the other, where the content page includes an advertising space such that the advertising space is to be scrolled on the screen according to operation, and the advertising page is greater in size than the advertising space. The page is configured to display the content page, and a part of the advertising page located within the advertising space.

Abstract: Disclosed are systems and methods for improving interactions with and between computers in a content generating, hosting and/or providing system supported by or configured with personal computing devices, servers and/or platforms. The systems interact to identify and retrieve data 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 provide systems and methods for automatic discovery of high quality digital content. According to embodiments, the present disclosure describes improved computer system and methods directed to analyzing raw image data, such as features and descriptors of images in order to identify a high quality image(s). Such images can be identified from a database of images, and such images can be identified in real-time, or near real-time during the capture of an image(s) by a camera.

Abstract: Briefly, embodiments of methods and/or systems for providing enhancements to search query processing are disclosed.

Abstract: Disclosed is a method and apparatus that receives, over a network from a computing device being used by a user, a request to configure a first software module host with respect to a software module, the first software module host associated with the user. The apparatus transmits over the network to the computing device instructions to configure, for display by the computing device, the first software module host in accordance with the request. The apparatus computer transmits over the network to the computing device instructions to apply the same configuration with respect to the software module to a second software module host, the second software module host also associated with the user.

Abstract: An online advertising system receives an advertisement from an advertiser. The system analyzes the advertisement, extracts its features and provides to the advertiser a quality rating for the advertisement which depends on a user engagement factor such as the predicted dwell time for the ad, given its features. The system further provides to the advertiser suggestions for improvements to the advertisement, such as a list of actionable guidelines that can improve the expected dwell time of the ad, and likely its conversion rate.

Abstract: A network-based user authentication device, method, and program securely authenticate a user's identity by using a pre-registered authenticator in a remote portable terminal of the user. The device, method, and program transmit an identity verification request that requests verification of the user's identity by a pre-registered authenticator to the remote portable terminal, and receive, in response to the verification request, authentication information from the remote portable terminal. The authentication information identifies the user of the remote portable terminal and includes a secret key. The device, method, and program validate the authentication information by comparing the received secret key with a validation code associated with the user in a memory, and, when the received secret key and the validation code associated with the user correspond, generate identity verification information confirming the identity of the user.

Abstract: Digital media delivery devices, methods, and programs select digital media for display within digital content on a terminal device based on a degree of reliability of an evaluation value for the digital media. The devices, methods, and programs access a memory that stores digital media information for a plurality of items of digital media including an evaluation value, and a degree of reliability that reflects the reliability of the evaluation value. The devices, methods, and programs, receive a request for digital media for display within digital content on the terminal device via the network interface, identify a group of the plurality items of digital media each having the degree of reliability above a predetermined threshold, select an item of digital media from the identified group having a highest evaluation value, and transmit an identification of the selected item of digital media via the network interface.

Abstract: Embodiments of the invention are directed to using image data and contextual data to determine information about a scene, based on one or more previously obtained images. Contextual data, such location of image capture, can be used to determine previously obtained images related to the contextual data and other location-related information, such as billboard locations. With even low resolution devices, such as cell phone, image attributes, such as a histogram or optically recognized characters, can be compared between the previously obtained images and the newly captured image. Attributes matching within a predefined threshold indicate matching images. Information on the content of matching previously obtained images can be provided back to a user who captured the new image. User profile data can refine the content information. The content information can also be used as search terms for additional searching or other processing.

Abstract: A building for a data center (or server farm) includes a stack structure that interfaces with an environment and one or more housings coupled to a floor and the stack structure. Each of the housings includes one or more racks with a plurality of servers and each of the servers includes a computer fan capable of varying speed or reversing direction. The building also includes one or more filters between the one or more housings and the environment and one or more walls operable to be between the one or more filters and the environment.

Abstract: Briefly, embodiments of methods and/or systems of providing relevant and diverse recommendations are disclosed. For one embodiment, as an example, a system may extract structured and/or semi-structured parameters from web resources obtained from interaction logs comprising records of browsing sessions. Content from extracted parameters may be compared, using an ontology, to find relationships among web resources and query resources.

Abstract: A media device and user interface for selecting media. In one embodiment, the media is selected based upon a desired relationship measure between at least two media files. In another embodiment, the media is selected based upon a skip command control functions.