| CPC H04L 51/216 (2022.05) [H04L 12/1813 (2013.01)] | 21 Claims |
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15. An electronic discovery system comprising:
a processor;
a non-transitory, computer-readable medium storing a set of computer executable instructions that are executable by the processor, the set of computer executable instructions including instructions for:
receiving an electronic chat comprising a set of electronic chat messages, each of the electronic chat messages in the set of electronic chat messages having a timestamp;
determining a set of time gaps between the electronic chat messages from the set of electronic chat messages;
determining a set of models that model the set of time gaps, wherein determining the set of models comprises:
determining a single Gaussian distribution of the set of time gaps; and
determining, using the set of time gaps, a Gaussian mixture model representing a mixture of Gaussian distributions;
selecting an optimum model from the set of models;
based on selecting the single Gaussian distribution as the optimum model, determining that the electronic chat comprises a single electronic chat message; and
based on selecting the Gaussian mixture model as the optimum model, performing an adaptive splitting of the set of electronic chat messages into a set of conversations at least in part based on a Gaussian distribution represented by the Gaussian mixture model having the highest mean value.
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