摘要: We present preliminary results of a large-scale smartphone user study that examines how users interact with and consume energy on their personal mobile devices. Our dataset consists over one millennium interaction traces from 17300 BlackBerry users. Despite the scale detail dataset, there are many research questions it cannot answer; further studies therefore needed. our insight into major challenges in conducting