Crowd Sensing and Living Lab Outdoor Experimentation Made Easy

TL;DR

This paper introduces Smart Agora, an open-source platform that simplifies outdoor crowd sensing experiments by enabling visual scenario design and automatic deployment to smartphones, enhancing data quality and experimental control.

Contribution

The paper presents a novel, code-free, visual design platform for outdoor experiments that automatically deploys complex scenarios to smartphones, improving data quality and experimental rigor.

Findings

Enables high-quality outdoor crowd sensing without coding.

Supports complex experimental scenarios with automatic deployment.

Demonstrates broad applicability in urban outdoor experiments.

Abstract

Living lab outdoor experimentation using pervasive computing provides new opportunities: higher realism, external validity and socio-spatio-temporal observations in large scale. However, experimentation `in the wild' is complex and costly. Noise, biases, privacy concerns, compliance with standards of ethical review boards, remote moderation, control of experimental conditions and equipment perplex the collection of high-quality data for causal inference. This article introduces Smart Agora, a novel open-source software platform for rigorous systematic outdoor experimentation. Without writing a single line of code, highly complex experimental scenarios are visually designed and automatically deployed to smart phones. Novel geolocated survey and sensor data are collected subject of participants verifying desired experimental conditions, for instance, their localization at certain urban spots. This new approach drastically improves the quality and purposefulness of crowd sensing, tailored to conditions that confirm/reject hypotheses. The features that support this innovative functionality and the broad spectrum of its applicability are demonstrated.