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Table 2 Comparing Sensor-Based Group Activity Recognition Work

From: GARSAaaS: group activity recognition and situation analysis as a service

Reference/Project name Detected activities Extensible approach Provide service Support perspective Simulation-based testing Group detection Platform/tools
Gordon et al. [13]; GruMon Meeting, presentation, coffee break No No No No No JENNIC JN5139 Microprocessor, ConTiki OS, Weka
Hung et al. [21] Speaking, laughing, gesturing, drinking, or stepping No No No No No Android
Szczerbak et al. [33]; KRAMER Home, school, on the way, busy No No No No No Android, JAVA, Google Place API, MQTT, JSON
Do et al. [11]; GroupUs; KRAMER Being with family, Weekly group meeting No No No No Yes Android, SQL Lite
Bourbia et al. [7] Topic discussion, lab meeting No No No No Yes Android, SQL Lite
Jayarajah et al. [23] NA No No No No Yes Android
Lu et al. [27] Moving furniture, playing checkers, paying bills, retrieving dishes from a kitchen cabinet No No No No No NA
Hsu et al. [20] Chat detection in meeting activity and public occasions No No No No No NA
Guo et al. [17]; GroupMe Can only detect groups No No No No Yes Android platform. SQLite
Gordon et al. [14] Volleyball, badminton, football No No No No No Android / Matlab
Lu et al. [35] NA No No No No Group is given Python
Gurdon et al. [15] Walking together No No No No Yes Simulated by Matlab
Zhang et al. [36]; CAP Playing Soccer No No No No No Matlab
Singla et al. [32] Moving furniture, playing checkers No No No No No SQL Database
Guo et al. [18]; MobiGroup Sport, Quiet, Street Roaming No No No No Yes Android, SQL Lite
Gravina et al. [16] Physical activity monitoring, step counting, physical energy estimation No Yes No No NA Google App Engine, NoSQL, Datastore