Abstract: A social networking system builds a quality controlled and desired population-representative pool of human raters to provide ratings on content items to improve a feed ranking model used for providing its users with more relevant content. The system identifies a pool of candidate human raters for providing ratings on a feed of content items. For each candidate human rater of the pool of candidate human raters, the system presents a feed of content items based on a feed ranking model, obtains ratings on the feed of content items, and determines a score representing the consistency of the obtained ratings, the representativeness of the pool of human raters, or the relevance of the content provided by the ranking model. The system uses the computed scores to modify the ranking model used to present content to its users for improving the relevance of the presented content.

Abstract: In an information processing system in which a plurality of terminals can communicate data through a server, a first terminal includes a question event processing portion which executes a question event to have a character displayed to a user who operates the first terminal and to output question information in association with the character, an answer acceptance portion which accepts input of answer information to the question information, and an answer transmission portion which transmits the answer information accepted by the answer acceptance portion to the server. A second terminal includes an answer reception portion which receives the answer information from the server and an answer event processing portion which executes an answer event to have a character displayed to a user who operates the second terminal based on the answer information received by the answer reception portion and to output the answer information in association with the character.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for conducting user studies. One of the methods includes receiving a user study session request from a sponsor, wherein the user study session request identifies a product and one or more criteria. Session volunteer data identifying one or more available session volunteers having access to the product and one or more attributes is received. A session volunteer that satisfies the user study session request is determined, including matching the one or more attributes of the session volunteer to the one or more criteria of the session request. A session between the sponsor and the session volunteer is initiated.

Abstract: Variety of approaches to optimize a feature deployment based on an usage pattern are described. A hosted service initiates operations to optimize the feature deployment upon detecting a feature update associated with an application. Next, a target audience for the feature update is identified by processing an usage pattern signal of the application based on information update and an organizational rule associated with the feature update. The feature update is deployed to the target audience.

Abstract: A method for enriching an object in a database may include determining, by a trained machine learning model, that a first object at the database is same and/or similar to a second object at the database. The first object and the second object may be part of a schema of the database. The second object may be subordinate to the first object. In response to the determination that the first object is same and/or similar to the second object, one or more attributes associated with the second object may be added to the first object. Related systems and articles of manufacture including computer program products are also provided.

Abstract: Embodiments disclosed herein may intercept, quarantine, and moderate communications internal to an uncontrolled system. An example of an uncontrolled system may be a web application associated with a social networking site. In accessing the social networking site, a user may type in a message. An instance of the uncontrolled system running on the user's device may prepare a request containing the message. Some embodiment disclosed herein may determine that the message is subject to moderation, intercept the request, and place the message in a queue. This determination may be based on the destination of the request as well the type of the message. Some embodiments may reconstruct the original request for resubmission. If the session is expired, some embodiments may log in for the user and resubmit the reconstructed request. Some embodiments may wait for the next time the user logs in to resubmit the reconstructed request.

Abstract: The present disclosure relates, in part, to an advertisement system that provides for the augmentation of social networking profiles with information derived from user activity associated with third-party content outside of a social networking system. The augmented profiles of users may be analyzed and compared to identify targeted advertisement opportunities for one or more users. The advertisement system can analyze the augmented profiles of one or more users to identify look-alike product advertisement opportunities, look-alike user advertisement opportunities, as well as various remarketing, reminders, and cross-device marketing opportunities.

Abstract: Example methods, apparatus, systems and articles of manufacture (e.g., physical storage media) to assign synthetic respondents to geographic locations for audience measurement are disclosed. Example apparatus disclosed herein include a constraint identifier to determine a set of constraints based on aggregate values of demographic features associated with the geographic locations. Disclosed example apparatus also include a parameter evaluator to determine a set of parameters of a model that is to return probabilities that respective ones of the respondents are associated with respective ones of the geographic locations, respective ones of the parameters being associated with respective ones of the constraints.

Abstract: Disclosed is systems, methods, and computer program products that provide for a technique for reducing computing resources, storage space needs, and network bandwidth associated with collaborative decision making. More particularly, this disclosure relates to a system for performing automatic predictive decision making using predictive fit models derived from previous user responses and the user characteristics of each responding user, and using the results to reduce the amount of computing and operational resources needed to operate a collaborative decision engine.

Abstract: Various methods and systems are provided for conducting e-commerce. In one example, a method of conducting an e-commerce transaction includes a method of operating an online retail website. The method includes providing access to a computer interface for suppliers and presenting information to the suppliers through the computer interface regarding activity of the supplier's stock keeping unit (SKU). The suppliers are then enabled to directly modify at least one parameter associated with a presentation of the supplier's SKU on the retail website by way of the interface. The modification of the parameter may include, for example, modification of the presentation of the SKU including, for example, changing the title, adding video or photograph, or adding some other information. The modification of the parameter may also include, for example, modifying the price or entering into a bilateral agreement with the operator of the retail website.

Abstract: Systems, apparatuses and methods are provided to enhance metadata registration workflow, such as in a multi-functional apparatus. User selection of metadata items and entry of metadata are captured to form a customized workflow to minimize performance by the user of redundant tasks.

Abstract: An advertising and customer loyalty system operable to enhance the relationship between a business and a customer so as to increase revenue for the business. The advertising and customer loyalty system includes a software application operably coupled to a server and a database wherein the software application facilitates the capturing of a photograph at a business registered with the advertising and customer loyalty system. The photograph is captured by a customer registered with the advertising and customer loyalty system and ensuing posting of the photograph by the customer to a social media platform, the business distributes a point. A reward campaign is established by the business wherein ensuing an accumulation of points by a customer, the business will redeem the accumulated points for a reward from the business. An image of the business logo is incorporated into the captured photograph prior to distribution of the photograph.

Abstract: Some embodiments provide customer partiality vectorization refinement systems, comprising: a customer database storing a set of multiple customer partiality vectors for each of multiple different customers; a product database storing a set of multiple product partiality vectors for each of multiple different products; and a vectorized refinement control circuit configured to: identify, for a first customer, a multi-dimensional partiality vector target area defined by a limited range of partiality magnitudes and limited range of representative partiality directions; select a first product having at least a product partiality vector that is within a threshold alignment with the partiality vector target area, and cause the first product to be presented to the first customer; receive feedback associated with the first customer and corresponding to the first product; and adjust the partiality vector target area based on the feedback.

Abstract: A computing system includes a processor system with at least one processing unit. The processor system is configured to receive image data of a template platform that is associated with fabricating a product. The processor system is configured to obtain barcode data associated with the image data. The processor system is configured to obtain customized data from the image data based on the barcode data. The customized data includes shape data corresponding to a structural attribute of the product. The processor system is configured to obtain template data of the product based on the barcode data. The template data includes product design data. The processor system is configured to provide fabrication data for a digital fabrication system to create the product in accordance with at least the customized data and the product design data. The processor system is configured to transmit the fabrication data to at least one fabrication tool of the digital fabrication system to create the product.

Abstract: A method by a network node includes generating logically associated clusters of reviews submitted by users regarding an application program executed on user equipments operated by the users, generating a separate summary for each of the clusters of the reviews, and communicating the summaries to a network node.

Abstract: Technologies for determining, displaying, and leveraging reasons to buy for categories of items. Aspects (reasons to buy) may be predetermined for categories of items from a corpus of item information. For each item in a category, community-sourced content (e.g., customer reviews) may be identified for (aligned to) each aspect, and relevant comments may be extracted from the content. The comments may be analyzed, for example according to sentiment, to provide scoring and summary statistics for the aspects. Items may be ranked according to the summary statistics. The aspects for an item may be displayed, with extracted comments and/or summary statistics provided for each aspect. Items in a category or across categories may be compared according to the aspects. Aspects may be used in searches for items within categories to filter the items according to one or more of the aspects.

Abstract: In general, techniques are described that enable crowdsourcing of product-related information. Product-related information may include availability and intra-store locations of various products at particular stores. An example system includes an interface, a memory, and one or more programmable processors configured to receive, at the interface an intra-store product location from a first client device, the intra-store product location indicating a location of a product within a store. The programmable processor(s) are further configured to store, to at least one storage device coupled to the system and in association with the product, the received intra-store product location, receive, at the interface, a request associated with the product from a second client device, and send, from the interface, the intra-store product location to the second client device in response to receiving the request associated with the product.

Abstract: A system and method is provided for recommending a grammar for a message campaign used by a message optimization system. A user specifies parameters for a new campaign, from which a set of statistical design budgets is calculated. The user selects a grammar structure, recommended based on the statistical design budgets, for the campaign. The n-most relevant past campaigns are identified. Semantic tags, associated with each previously used value from the n-most relevant past campaigns and each of a plurality of untested values, are identified and ranked based on past performance. The previously used values are ordered by ranked tag group and then within each tag group, while the untested values are ordered by ranked tag group and then randomly within the tag group. Recommended values are selected from the ranked list of previously used values and untested values depending on the degree of exploration/conservatism indicated by the user.

Abstract: A method and apparatus are provided for recommending concepts from a first concept set in response to user selection of a first concept Ci by performing a natural language processing (NLP) analysis comparison of vector representations of user concepts contained in written content authored by the user and candidate concepts in a first concept set to determine a similarity measure for each candidate concept, and to select therefrom one or more of the candidate concepts for display as recommended concepts which are related to the user concepts contained in written content authored by the user based on the similarity measure between each candidate concept and each user concept.

Abstract: The methods and systems described herein relate to conducting a controlled experiment using prediction of future user behavior. The method, executable on at least one server, comprises: collecting behavior data on two sets of users over a first period, wherein: the first set of users is exposed to a control; the second set of users is exposed to a treatment variant; and the behavior data relates to a performance parameter of the controlled experiment; based on a prediction model applied to the behavior data, calculating predicted values of the performance parameter for each user of the first set and the second set of users over a second period of time; and determining if a difference exists between the predicted values of the performance parameter for each user of the first set of users and the predicted values of the performance parameter for each user of the second set of users.

Abstract: Mechanisms are provided to implement a brand comparison engine. The mechanisms receive a request to compare brand personalities of a first specified brand and a second specified brand and obtain a first brand personality scale associated with the first specified brand and a second brand personality scale associated with the second specified brand. The mechanisms calculate at least one gap value indicating a difference between at least one personality trait in the first brand personality scale and a corresponding at least one personality trait in the second brand personality scale. The mechanisms also output an output indicating an aspect of the at least one gap based on the calculation.

Abstract: Embodiments introduced describe social networks with auto enrollment and password-free access. Users are automatically enrolled in social networks based on their experience, such as past shopping or dining activities. Network links are presented to users on a platform, where multiple networks or websites are accessible directly, i.e., ID and password are not required for network or website access.

Abstract: Approaches presented herein enable evaluating and displaying feedback for an item distributed to a group of users, e.g., at a collaborative event. Specifically, at least one approach includes receiving the item (e.g., a topic, idea, product) from a first user, and distributing the item to the group of users, wherein the group of users is located within an identified geographic proximity to the first user. An assigned value (e.g., demand quantified though buy/sell data) is then received for the item from one or more users of the group of users, and displayed to the first user via a mobile device, along with a real-time location of each user of the group of users. In one approach, each user's mobile device displays a geographic distance from other users at the collaborative event.

Abstract: Relevant content is prepared and selected for delivery to a member of a network based, in part, on prior online activities of the other members of the network, and the closeness of the member's relationship with the other members of the network. The relevant content may be an online ad, and is selected from a number of candidate online ads based on click-through rates of groups that are predefined with respect to the member and with respect to certain attributes. An online ad's revenue-generating potential may be considered in the selection process.

Abstract: Displaying steps of a solution to a problem is provided. A tutorial application determines the solution and generates a card-based UI that presents solution steps on numbered cards sized to accommodate the step. One step is displayed as the focused step at a time. Steps are displayed in a step-by-step or an all-steps mode. In the step-by-step mode, navigation to a next or previous step is enabled via a selection of a next step control and a previous step control, respectively. The next/previous step controls are displayed in static positions, allowing the user to tap through steps by tapping in a single spot. In the all-steps mode, a portion of the next step is visible to indicate that there is another step below the focused step. Scrolling is enabled for allowing the user to navigate to a desired step. A mode selector is provided for enabling switching between viewing modes.

Abstract: Some embodiments provide a system that facilitates use of a question-and-answer system. During operation, the system determines a business value of a question submitted by a first user to the question-and-answer system. Next, the system prioritizes answering of the question by a second user in the question-and-answer system based on the business value.

Abstract: Aspects of this disclosure generally are related to significant systems and methods of processing qualitative, comment-style, responses provided by a population, and for corresponding production of significant visualizations configured to efficiently facilitate insight into population characteristics and matters important to the population. According to some embodiments, qualitative, or open-ended, comment-style responses are assigned priority values by participants. Based at least on an analysis of these priority values, groups of participants, qualitative responses, or both, are identified, according to some embodiments. In some embodiments, a significant visualization is generated that visually presents the groups at least in part via clusters of visual representations of participants, qualitative responses, or both based at least on results of the analysis.

Abstract: Systems and methods are disclosed for facilitating collaboration amongst individuals working on a coordinated campaign toward certain goals. In furtherance of these goals, the individual team members use technical resources provided by specialized tools, which are also sometimes referred to as applications or products. As the campaign progresses, these applications generate a large volume of data, some of which may be useful to teams other than those which were originally responsible for producing the data. In certain embodiments a campaign manager platform is used to facilitate data sharing and collaboration amongst the various teams that comprise a campaign. In such embodiments the individual team members interact not only with the applications specifically adapted for their team, but also with the campaign manager, which provides a medium for exchanging data and ideas with other teams.

Abstract: A particular organization may undertake a plurality of different privacy campaigns, processing activities, etc. that involve the collection and storage of personal data. The system may be configured to collect customer satisfaction data, for example: (1) as part of a data subject access request submission form; (2) when providing one or more results of a data subject access request to the data subject; or (3) at any other suitable time. The customer satisfaction data may be collected in the form of a suitable survey, free-form response questionnaire, etc. (e.g., thumbs up vs. thumbs down, etc.). Additionally, by integrating a feedback survey with the data subject access request process, the system may increase a number of consumers that provide responses to the feedback survey. In particular embodiments, the system is configured to require the requestor to respond to the feedback survey prior to submitting the data subject access request.

Abstract: An electronic communications method includes receiving, by an electronic communications platform, a request to create an electronic communications event. The electronic communications platform is electronically operating within a client device. The electronic communications method also includes requesting, by the electronic communications platform, content associated with the electronic communications event. The electronic communications method also receiving, by the electronic communications platform, the content, wherein the content includes a photo, a title, text, and a time limit for interacting with the electronic communications event.

Abstract: An apparatus comprising at least one processor and at least one memory including computer program code, the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to perform at least the following: based on at least one utterance of a pass-phrase and predetermined scoring information comprising predetermined linguistic-element-scores attributable to one or more linguistic elements that form at least part of each of the at least one utterance, provide for spoken pass-phrase suitability determination wherein the at least one utterance is assigned a pass-phrase-score based on linguistic analysis in which one or more linguistic elements identified in said utterances are assigned their corresponding linguistic-element-score from the predetermined scoring information, the pass-phrase score based on the one or more linguistic-element scores of the, identified, linguistic elements, wherein the spoken pass-phrase suitability is determined to be defic

Abstract: The present application relates generally to systems, software and electronic commerce. More specifically, systems, methods and software to reconcile free-text with structured data are disclosed. Structured data may be in the form, for example, of a set of attributes designated as associated with an occupiable property. Free-text may be parsed and one or more terms, words, phrases or the like may be extracted by the parsing and compared with the structured data to determine if there is a difference between the structured data and the free-text it is compared with. Detected differences may be reported (e.g., to an endpoint) in real-time or near real-time and may include a suggestion or recommendation to change the free-text to more closely match the structured data or to change the structured data to more closely match the free-text, or both, for example. An endpoint may be a client device such as a smartphone, tablet, pad, or the like.

Abstract: Embodiments of the present invention provide a column-oriented database processing method, where a column-oriented database includes a marker column and more than one data column, the data column is used to store specific data in a column store manner, a value of a marker bit of each row in the marker column is used to indicate validity of data that is located in a same row as the marker bit, and the method includes: receiving a query request sent by an application program, where the query request contains a query condition; querying the more than one data column according to the marker column and the query condition to obtain a query result that meets both the query condition and a requirement that a marker bit of the query result in the marker column is valid; and sending the query result to the application program.

Abstract: A processor uses natural language processing to ingest product reviews for a plurality of products. Each of the products embodies a specific form for each of the plurality of product features. The processor analyzes the ingested product reviews for sentiments associated with the specific forms. The processor generates a sentiment score for each product feature based on the analysis. The processor ranks the plurality of product features based on the sentiment scores.

Abstract: In particular embodiments, a data processing data inventory generation system is configured to: (1) generate a data model (e.g., a data inventory) for one or more data assets utilized by a particular organization; (2) generate a respective data inventory for each of the one or more data assets; and (3) map one or more relationships between one or more aspects of the data inventory, the one or more data assets, etc. within the data model. In particular embodiments, a data asset (e.g., data system, software application, etc.) may include, for example, any entity that collects, processes, contains, and/or transfers personal data (e.g., such as a software application, “internet of things” computerized device, database, website, data-center, server, etc.). The system may be configured to identify particular data assets and/or personal data in data repositories using any suitable intelligent identity scanning technique.

Abstract: A search engine system provides search results that are ranked according to a measure of the trust associated with entities that have provided labels for the documents in the search results. A search engine receives a query and selects documents relevant to the query. The search engine also determines labels associated with selected documents, and the trust ranks of the entities that provided the labels. The trust ranks are used to determine trust factors for the respective documents. The trust factors are used to adjust information retrieval scores of the documents. The search results are then ranked based on the adjusted information retrieval scores.

Abstract: A movie review generating method, system, and computer program product for dynamically generating movie reviews by capturing and aggregating the experience observed by an external observation system, and correlating the observation with the elements of the movie by creating soft-faceted boundaries around the elements.

Abstract: Methods, computer program products, and systems are presented. The method computer program products, and systems can include, for instance: examining data of a plurality of traveling users, wherein at least some of the plurality of traveling users have associated mobile client computer devices, and determining, by machine logic, based on the examining that certain traveling users of the plurality of traveling users are traveling in a group; deciding, by machine logic, based on the determining that one or more action is to be performed, wherein the deciding is in dependence on a processing of historical data, the historical data specifying activities of the certain traveling users when the certain traveling users travel in a group; and providing one or more output for performance of the one or more action.

Abstract: System and methods for populating a database with information from users. A memory stores reference standards, reference keywords, and rules for the reference keywords. An on-line survey question relating to the product/service is presented to the users. Input is received from the users in response to the presented survey question and has content. The received input is stored in the database. A quantity of the content of the received input and a quality of the content of the received input is evaluated.

Abstract: Variety of approaches to optimize a feature deployment based on an usage pattern are described. A hosted service initiates operations to optimize the feature deployment upon detecting a feature update associated with an application. Next, a target audience for the feature update is identified by processing an usage pattern signal of the application based on information update and an organizational rule associated with the feature update. The feature update is deployed to the target audience.

Abstract: A social networking system leverages user's social information to evaluate content submitted for inclusion in objects. If the evaluated submission is accepted, the submission is added to the content of an object. Accepted submissions are also used to predict associations between metadata and objects. Metadata is used to predict which objects will match user searches for information. The social networking system also provides a user interface configured to prompt users to submit information to objects. When a user completes a submission to an object, the user is provided with other options for groups of objects to contribute to. The objects offered are chosen to increase the likelihood that the user will choose to provide submissions to one of the provided objects.

Abstract: A method to perform spatiotemporal events marketing includes: presenting, by a server, an interface on a display of a customer device, wherein the interface comprises a selectable list of times in which an event is to occur, determining, by the server, a route to the event or from the event, by a user of the customer device; and presenting, by the server, a selectable list of offers in the interface, wherein the list of offers is based on the selected time, a location of the event, and the route.

Abstract: A method to perform spatiotemporal events marketing includes: presenting, by a server, an interface on a display of a customer device, wherein the interface comprises a selectable list of times in which an event is to occur; determining, by the server, a route to the event or from the event, by a user of the customer device; and presenting, by the server, a selectable list of offers in the interface, wherein the list of offers is based on the selected time, a location of the event, and the route.

Abstract: Techniques for providing custom metadata in a multi-tenant database environment in which hardware and software of the multi-tenant database system is shared by one or more organizations, each having one or more corresponding users. Each of the organizations has associated organization data and organization metadata. Activating procedural code is triggered in response to a trigger event determined by a platform interface. The procedural code is to query the organization metadata provided by the associated organization through a metadata interface provided by a platform developer. The platform interface is provided by the platform developer and the procedural code utilizes compile time dependencies to generate custom metametadata to be maintained by the platform developer and to be provided to the organizational metadata, which is to be maintained by the corresponding organization. The organization data owned by the organization is written to with the procedural code in response to results of the query.

Abstract: Embodiments of the present invention are directed at system and method that notify users and/or organizations when login credentials are potentially compromised. The login credentials may be compromised at a first organization and the alert may be sent to different organizations at which the same login credentials are used. The different organizations can request password resets and heightened authentication measures.

Abstract: Integrating metadata from applications used for social networking into a customer relationship management (CRM) system includes obtaining, from applications used for social networking, metadata associated with users of the applications, analyzing the metadata from the applications to infer opportunities, relationships for mapping clients, structures, and subject matter experts, and integrating the opportunities, the relationships for mapping the clients, the structures, and the subject matter experts into a CRM system to populate the CRM system.

Abstract: A method for identifying a user of a website as a potential customer and presenting the potential customer with enhanced website content includes: identifying that a user has landed on the website; identifying a user traffic-source; determining if the identified traffic-source matches a traffic-source in a list of customer-based reference traffic-sources; identifying a specific user behavior pattern on the website; determining if the identified specific user behavior pattern matches a behavior pattern from a list of customer-based reference behavior patterns; identifying the user as a potential customer if the identified traffic-source matches a traffic-source in a list of reference traffic sources and the identified specific user behavior pattern matches a behavior pattern from a list of reference behavior patterns; and displaying enhanced content tailored to the potential customer based upon the specific user behavior pattern or excluding display of enhanced content to the user if not a potential customer.

Abstract: A method and system that uses interactive wine lists and consumer driven advertising to increase search engine rankings for restaurants and wines through social media websites. A user may automatically display an interactive wine list having a graphical interface or “skin” that is unique to a restaurant through a single mobile application by entering the restaurant information or by using geolocation to determine the restaurant at which the electronic device is located. A unique badge system promotes wines on the interactive wine list to increases wine sales from vendors. In addition, tracking allows all user actions and information entered into the interactive wine list to be used for marketing data and for bounce back marketing.

Abstract: Zone events are tracked within a venue. The zone events represent relative movements and dwelling times of multiple mobile devices within the venue as users of the respective mobile devices move and dwell among and within multiple configured zones of the venue. A relationship is inferred between at least two of the users responsive to a configured zone event threshold being satisfied by the tracked zone events that represent the relative movements and dwelling times of the mobile devices of the at least two users.

Abstract: Integrating metadata from applications used for social networking into a customer relationship management (CRM) system includes obtaining, from applications used for social networking, metadata associated with users of the applications, analyzing the metadata from the applications to infer opportunities, relationships for mapping clients, structures, and subject matter experts, and integrating the opportunities, the relationships for mapping the clients, the structures, and the subject matter experts into a CRM system to populate the CRM system.