Abstract: Some embodiments include a computer-implement method of producing a flexible sentence syntax to facilitate one or more computer applications to generate and publish sentence expressions. For example, the method can include providing a developer interface to define a flexible sentence syntax that controls one or more sentences publishable by an application service. A developer of the application service can customize the flexible sentence syntax including selecting at least one of selectable tokens that is associated with a specific sentence element to incorporate in the flexible sentence syntax. Based on the selected token, a computing device can generate and publish a target sentence according to the flexible sentence syntax on the application service's behalf.

Abstract: A method and system for providing flexible sentences are disclosed. The system includes a developer interface for providing options to define actor, edge, target and aggregation of a flexible sentence syntax. In one embodiment, tokens are provided to define property expressions of the edge and/or target of the flexible sentence syntax. Based on the defined edge and target, the developer interface may generate a plurality of flexible sentence syntaxes for a developer to select. In some embodiments, the developer can add additional property expressions to further define the edge and/or target of the flexible sentence syntax. In some instances, the plurality of flexible sentence syntaxes may be prioritized based on a percentage coverage, which is determined by the impressions received over a given time frame.

Abstract: Some embodiments involve methods and systems for instant personalization security. For example, a social networking system can provide a platform for a user to open applications and/or access external websites. In some cases, an application does not have access to the user's fully identifying profile (e.g., UID or other public information). Instead, the application has access to a pseudonymous profile corresponding to a hashed ID that is generated by the platform and provided to the application. Access to the pseudonymous profile enables the application or an external website to personalize its environment without breaching the security of the platform.

Abstract: Sentence internationalization methods and systems are disclosed.

Abstract: A method and system for instant personalization security are provided. The system includes a platform for a user to open applications and/or access web sites. When an application is integrated with the platform, the identification of the application can be combined with the ID of the user and encrypted into a hashed ID. The application does not have access to the user's fully identifying profile (e.g., UID or other public information). Instead, the application only has access to a pseudonymous profile (e.g., the hashed ID, first name, last initial, small profile pictures, and/or other non-fully identifying profile information) of the user. One or more options are then provided for the user to authorize or reject the application to access the user's fully identifying profile. Upon the user's authorization, an access token is provided to the application to access a subset of the user's fully identifying profile.

Abstract: A method and system for providing flexible sentences are disclosed. The system includes a developer interface for providing options to define actor, edge, target and aggregation of a flexible sentence syntax. In one embodiment, tokens are provided to define property expressions of the edge and/or target of the flexible sentence syntax. Based on the defined edge and target, the developer interface may generate a plurality of flexible sentence syntaxes for a developer to select. In some embodiments, the developer can add additional property expressions to further define the edge and/or target of the flexible sentence syntax. In some instances, the plurality of flexible sentence syntaxes may be prioritized based on a percentage coverage, which is determined by the impressions received over a given time frame.

Abstract: A method and system for instant personalization security are provided. The system includes a platform on a user to open applications and/or access web sites. When an application is integrated with the platform, the identification of the application can be combined with the ID of the user and encrypted into a hashed ID. The application does not have access to the user's fully identifying profile (e.g., UID or other public information). Instead, the application only has access to pseudonymous profile (e.g., the hashed ID, first name, last initial, small profile pictures and/or other non-fully identifying profile information) of the user. One or more options are then provided for the user to authorize or reject the application to access the user's fully identifying profile. Upon the user's authorization, an access token is provided to the application to access a subset of the user's fully identifying profile.

Abstract: A method of ranking a plurality of products includes obtaining a numerical user score for each of the plurality of products, calculating an opinion score for each of the plurality of products for which a written comparison sentiment applies, determining a final score by combining the numerical user rating and the opinion score for each of the plurality of products, and ranking the plurality of products based on the final score. The opinion score is derived from one or more written comparison sentiments containing a first product name and a second product name. In another aspect, a computer readable medium has instructions stored thereon which, when executed, cause a computer to perform a method of ranking a plurality of products including at least a first product and a second product.

Abstract: A metallization layer for a semiconductor device includes a first layer made of Pt and having a thickness greater than or equal to 15 ? and less than or equal to 50 ?, and a second layer formed on the first layer and made of a plurality of metallic sub-layers such as Ti/Pt/Au. A semiconductor device fabricated from the metallization layer includes a semiconductor substrate having a top layer and mesa structure and corresponding surface for securing an insulating layer and a corresponding exposed surface, and wherein the metallization layer is deposited over the insulating layer and exposed surface. Methods for forming the metallization layer are also disclosed.

Abstract: A method for work-item tracking, in a computer system that includes client computers and at least one server maintaining a database, includes defining at least one work item, associating version identifiers with corresponding versions of at least one work item, and storing, in the database, work-item data. The work-item data can include the current version of the work item, one or more prior versions of the work item, and the version identifiers. A computer readable medium is encoded with a program that, when executed, can perform the method for work-item tracking.

Abstract: Methods and systems for extraction and summarization of sentiment information related to a particular research subject are disclosed. A method includes accessing sources of information that contain sentiment information that is related to the research subject and extracting the sentiment information from the sources of information as opinions related to the research subject. Opinion categories related to features of the research subject are identified. From this information a summarization of the sentiment information that is related to the particular research subject that includes the identified opinion categories is generated. Subsequently, access is provided to the summarization for graphical presentation.

Abstract: A method of ranking a plurality of products includes obtaining a numerical user score for each of the plurality of products, calculating an opinion score for each of the plurality of products for which a written comparison sentiment applies, determining a final score by combining the numerical user rating and the opinion score for each of the plurality of products, and ranking the plurality of products based on the final score. The opinion score is derived from one or more written comparison sentiments containing a first product name and a second product name. In another aspect, a computer readable medium has instructions stored thereon which, when executed, cause a computer to perform a method of ranking a plurality of products including at least a first product and a second product.

Abstract: Embodiments of the present invention relate to aggregating opinion data and providing aggregated opinion data to a user. More specifically, opinion data may be aggregated by one or more categories, or by entity. Opinion data may be received from various sources and includes sentiment information (e.g., positive and negative comments) on a specific entity. The opinion data may be further aggregated by feature for each category.

Abstract: A sentiment classifier is described. In one implementation, a system applies both full text and complex feature analyses to sentences of a product review. Each analysis is weighted prior to linear combination into a final sentiment prediction. A full text model and a complex features model can be trained separately offline to support online full text analysis and complex features analysis. Complex features include opinion indicators, negation patterns, sentiment-specific sections of the product review, user ratings, sequence of text chunks, and sentence types and lengths. A Conditional Random Field (CRF) framework provides enhanced sentiment classification for each segment of a complex sentence to enhance sentiment prediction.

Abstract: Methods and systems for extraction and summarization of sentiment information related to a particular research subject are disclosed. A method includes accessing sources of information that contain sentiment information that is related to the research subject and extracting the sentiment information from the sources of information as opinions related to the research subject. Opinion categories related to features of the research subject are identified. From this information a summarization of the sentiment information that is related to the particular research subject that includes the identified opinion categories is generated. Subsequently, access is provided to the summarization for graphical presentation.

Abstract: A method for work-item tracking, in a computer system that includes client computers and at least one server maintaining a database, includes defining at least one work item, associating version identifiers with corresponding versions of at least one work item, and storing, in the database, work-item data. The work-item data can include the current version of the work item, one or more prior versions of the work item, and the version identifiers. A computer readable medium is encoded with a program that, when executed, can perform the method for work-item tracking.