Abstract: Embodiments utilize a framework for modeling user's social roles in online self-expression tools such as blog or social networking, via semantic modeling techniques. The different ways users engage with content when stating explicit interests in their profile and via social expressions in a community are modeled. Certain themes guide the patterns users follow for expressing their interests in this community. An embodiment allows users to track how their posts and comments reflect with their online behavior. An embodiment infers the needs of the online community and makes suggestions or recommendations or sends alerts to users. Other embodiments are described and claimed.

Abstract: Systems and methods may provide traversing data using metadata. In one example, a method may include gathering a textual description of a first object, wherein the textual description includes a word, generating a vector represent the textual description, assigning a first weight value to the word, associating an object space with the word including assigning a second weight value to the word, and associating an object space with the first object.

Abstract: Systems and methods may provide traversing data using metadata. In one example, a method may include gathering a textual description of a first object, wherein the textual description includes a word, generating a vector represent the textual description, assigning a first weight value to the word, associating an object space with the word including assigning a second weight value to the word, and associating an object space with the first object.

Abstract: Embodiments utilize a framework for modeling user's social roles in online self-expression tools such as blog or social networking, via semantic modeling techniques. The different ways users engage with content when stating explicit interests in their profile and via social expressions in a community are modeled. Certain themes guide the patterns users follow for expressing their interests in this community. An embodiment allows users to track how their posts and comments reflect with their online behavior. An embodiment infers the needs of the online community and makes suggestions or recommendations or sends alerts to users. Other embodiments are described and claimed.

Abstract: Systems and methods may provide traversing data using metadata. In one example, a method may include gathering a textual description of a first object, wherein the textual description includes a word, generating a vector represent the textual description, assigning a first weight value to the word, associating an object space with the word including assigning a second weight value to the word, and associating an object space with the first object.