Abstract: A method for generating graph based recommendations may be provided. The method may include querying a database to at least retrieve one or more resource profiles from the database. A graph representative of the one or more resource profiles retrieved from the database may be generated. The graph representative of the one or more resource profiles may include at least one relationship between a first attribute and a second attribute included in the one or more resource profiles. A recommendation for a target user may be generated based on at least a portion of the graph representative of the one or more resource profiles. Related systems and articles of manufacture, including computer program products, are also provided.

Abstract: Various embodiments of systems and methods for contextual collaboration are described herein. In one aspect, the method includes identifying an activated business instance. Conversation data related to the activated business instance is retrieved. The retrieved conversation data is integrated with the activated business instance. The integrated conversation data is rendered along with the activated business instance on a user interface.

Abstract: A system for generating a nested field record related to a corresponding data record is described. The system comprises a structured database for storing a plurality of the corresponding data records and a nested field record generator to query the structured database and generate the nested field record according to data selected from the corresponding data record. The nested field record generator also further derives and includes derived data from the corresponding data record in the nested field record.