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Add conversation docs

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JulioV 2020-11-06 16:49:17 -05:00
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docs/features/phone-conversation.md 100644
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# Phone Conversation
Sensor parameters description for `[PHONE_CONVERSATION]`:
|Key                              | Description |
|----------------|-----------------------------------------------------------------------------------------------------------------------------------
|`[TABLE][ANDROID]`| Database table where the conversation data from Android devices is stored (the AWARE client saves this data on different tables for Android and iOS)
|`[TABLE][IOS]`| Database table where the conversation data from iOS devices is stored (the AWARE client saves this data on different tables for Android and iOS)
## RAPIDS provider
!!! info "Available day segments and platforms"
- Available for all day segments
- Available for Android only
!!! info "File Sequence"
```bash
- data/raw/{pid}/phone_conversation_raw.csv
- data/raw/{pid}/phone_conversation_with_datetime.csv
- data/raw/{pid}/phone_conversation_with_datetime_unified.csv
- data/interim/{pid}/phone_conversation_features/phone_conversation_{language}_{provider_key}.csv
- data/processed/features/{pid}/phone_conversation.csv
```
Parameters description for `[PHONE_CONVERSATION][PROVIDERS][RAPIDS]`:
|Key                              | Description |
|----------------|-----------------------------------------------------------------------------------------------------------------------------------
|`[COMPUTE]`| Set to `True` to extract `PHONE_CONVERSATION` features from the `RAPIDS` provider|
|`[FEATURES]` | Features to be computed, see table below
|`[RECORDING_MINUTES]` | Minutes the plugin was recording audio (default 1 min)
|`[PAUSED_MINUTES]` | Minutes the plugin was NOT recording audio (default 3 min)
Features description for `[PHONE_CONVERSATION][PROVIDERS][RAPIDS]`:
|Feature |Units |Description|
|-------------------------- |---------- |---------------------------|
| minutessilence | minutes | Minutes labeled as silence |
| minutesnoise | minutes | Minutes labeled as noise |
| minutesvoice | minutes | Minutes labeled as voice |
| minutesunknown | minutes | Minutes labeled as unknown |
| sumconversationduration | minutes | Total duration of all conversations |
| maxconversationduration | minutes | Longest duration of all conversations |
| minconversationduration | minutes | Shortest duration of all conversations |
| avgconversationduration | minutes | Average duration of all conversations |
| sdconversationduration | minutes | Standard Deviation of the duration of all conversations |
| timefirstconversation | minutes | Minutes since midnight when the first conversation for a day segment was detected |
| timelastconversation | minutes | Minutes since midnight when the last conversation for a day segment was detected |
| noisesumenergy | L2-norm | Sum of all energy values when inference is noise |
| noiseavgenergy | L2-norm | Average of all energy values when inference is noise |
| noisesdenergy | L2-norm | Standard Deviation of all energy values when inference is noise |
| noiseminenergy | L2-norm | Minimum of all energy values when inference is noise |
| noisemaxenergy | L2-norm | Maximum of all energy values when inference is noise |
| voicesumenergy | L2-norm | Sum of all energy values when inference is voice |
| voiceavgenergy | L2-norm | Average of all energy values when inference is voice |
| voicesdenergy | L2-norm | Standard Deviation of all energy values when inference is voice |
| voiceminenergy | L2-norm | Minimum of all energy values when inference is voice |
| voicemaxenergy | L2-norm | Maximum of all energy values when inference is voice |
| silencesensedfraction | - | Ratio between minutessilence and the sum of (minutessilence, minutesnoise, minutesvoice, minutesunknown) |
| noisesensedfraction | - | Ratio between minutesnoise and the sum of (minutessilence, minutesnoise, minutesvoice, minutesunknown) |
| voicesensedfraction | - | Ratio between minutesvoice and the sum of (minutessilence, minutesnoise, minutesvoice, minutesunknown) |
| unknownsensedfraction | - | Ratio between minutesunknown and the sum of (minutessilence, minutesnoise, minutesvoice, minutesunknown) |
| silenceexpectedfraction | - | Ration between minutessilence and the number of minutes that in theory should have been sensed based on the record and pause cycle of the plugin (1440 / recordingMinutes+pausedMinutes) |
| noiseexpectedfraction | - | Ration between minutesnoise and the number of minutes that in theory should have been sensed based on the record and pause cycle of the plugin (1440 / recordingMinutes+pausedMinutes) |
| voiceexpectedfraction | - | Ration between minutesvoice and the number of minutes that in theory should have been sensed based on the record and pause cycle of the plugin (1440 / recordingMinutes+pausedMinutes) |
| unknownexpectedfraction | - | Ration between minutesunknown and the number of minutes that in theory should have been sensed based on the record and pause cycle of the plugin (1440 / recordingMinutes+pausedMinutes) |
!!! note "Assumptions/Observations"
1. The timestamp of conversation rows in iOS is in seconds so we convert it to milliseconds to match Android's format

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- Phone Battery: features/phone-battery.md - Phone Battery: features/phone-battery.md
- Phone Bluetooth: features/phone-bluetooth.md - Phone Bluetooth: features/phone-bluetooth.md
- Phone Calls: features/phone-calls.md - Phone Calls: features/phone-calls.md
- Phone Conversation: features/phone-conversation.md
- Phone Light: features/phone-light.md - Phone Light: features/phone-light.md
- Phone Locations: features/phone-locations.md - Phone Locations: features/phone-locations.md
- Phone Messages: features/phone-messages.md - Phone Messages: features/phone-messages.md