The document discusses using ontologies and natural language analysis to understand chat conversations. It proposes a socio-cultural paradigm where knowledge is constructed through dialogue within communities. An approach called "polyphony" is presented for identifying topics, discourse, and implicit links in chat logs using ontologies, wordnets and text mining. Graphical representations are generated to visualize the conversation structure and contributions of participants.