| 摘要 |
A particular logging framework provides empirical data on the use of a multimodal system. The system receives user input in one of multiple modalities, and responds to the received single-modality input by updating a user interface in each of the multiple modalities. The user may respond, using an appropriate modality, to any of the multiple updated user interfaces. User inputs in each of the multiple modalities are logged and time-stamped to create an event log across all modalities for the user. Event logs may be analyzed or used to provide, for example, system improvements, technical support, replay of events, or monitoring of a user. Another logging framework logs events at a field-level from a user of a system. Another logging framework logs events from a user of a system and modifies a presentation parameter based on the logged user events, wherein content is presented to the user according to the presentation parameter. <IMAGE>
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