WearWrite: Orchestrating the Crowd to Complete Complex Tasks from Wearables (We Wrote This Paper on a Watch)

نویسندگان

  • Michael Nebeling
  • Anhong Guo
  • Kyle I. Murray
  • Annika Tostengard
  • Angelos Giannopoulos
  • Martin Mihajlov
  • Steven Dow
  • Jaime Teevan
  • Jeffrey P. Bigham
چکیده

In this paper we introduce a paradigm for completing complex tasks from wearable devices by leveraging crowdsourcing, and demonstrate its validity for academic writing. We explore this paradigm using a collaborative authoring system, called WearWrite, which is designed to enable authors and crowd workers to work together using an Android smartwatch and Google Docs to produce academic papers, including this one. WearWrite allows expert authors who do not have access to large devices to contribute bits of expertise and big picture direction from their watch, while freeing them of the obligation of integrating their contributions into the overall document. Crowd workers on desktop computers actually write the document. We used this approach to write several simple papers, and found it was effective at producing reasonable drafts. However, the workers often needed more structure and the authors more context. WearWrite addresses these issues by focusing workers on specific tasks and providing select context to authors on the watch. We demonstrate the system’s feasibility by writing this paper using it. INTRODUCTION Smartwatches like the Android Smartwatch, Apple Watch, and Samsung Gear Live make it possible for people to remain connected wherever they are from easyto-access devices on their wrists. Wearable devices are quickly advancing from being merely entertaining to being capable of performing a wide range of important tasks. However, performing complex tasks is difficult on a wearable device because the interfaces provided by wearable technology are limited. Text input is hard from a watch, and very little content can be displayed at any one time. Smartwatches are often designed to be used when the user’s attention is fragmented, with the user being able to pay attention to the wearable device only in micro moments lasting a few seconds at most. These constraints make it challenging to create user experiences that retain the full range of functionality available with large screens and keyboards. We believe it is possible to support complex watch-based tasks despite these limitations. Complex computing tasks may be difficult to perform wholly using wearable devices due to their constrained interaction capabilities, but they can be successfully completed from wearable devices by directing the crowd in how to do them on one’s behalf. A domain expert using only a wearable device is able to 1) contribute bits of necessary expertise and 2) manage the contributions of crowd workers, so that the task is performed similarly to what the expert could achieve on a desktop computer. Tasks that cannot currently be performed using wearable technology alone can be completed in this hybrid manner. The specific task we explore is academic writing. This is a challenging domain to crowdsource because the technical content of an academic paper requires expertise to explain, and writing a good paper requires maintain global context. We present WearWrite, a system that allows authors who do not have access to large devices to contribute unique insight related to their domain of expertise and big picture direction from their watch, while using crowd workers who have access to additional context to implement the changes suggested by the author from their desktop computers and work ensure consistency. Enabling academic authors to contribute their unique expertise to a project through wearable technology allows them to take advantage of free micromoments. Additionally, by employing crowd workers to create content and only requiring the author to respond to it, WearWrite takes advantage of the fact that

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Perform Three Data Mining Tasks with Crowdsourcing Process

For data mining studies, because of the complexity of doing feature selection process in tasks by hand, we need to send some of labeling to the workers with crowdsourcing activities. The process of outsourcing data mining tasks to users is often handled by software systems without enough knowledge of the age or geography of the users' residence. Uncertainty about the performance of virtual user...

متن کامل

A Data-driven Method for Crowd Simulation using a Holonification Model

In this paper, we present a data-driven method for crowd simulation with holonification model. With this extra module, the accuracy of simulation will increase and it generates more realistic behaviors of agents. First, we show how to use the concept of holon in crowd simulation and how effective it is. For this reason, we use simple rules for holonification. Using real-world data, we model the...

متن کامل

Orchestrating Task Planning in Writing: The Impact of Pre-Task Planning and Within-Task Planning on Fluency, Accuracy, and Complexity of Iranian EFL Learners’ Writing

Building on Robinson’s (2001, 2003) Cognition Hypothesis, Skehan’s (1998) Limited Attentional Capacity Model, and Kellog’s (1986) model of writing, this study examined the effect of task planning on the fluency, accuracy, and complexity of 60 Iranian EFL learners’ argumentative and narrative writings under different planning conditions. A quasi-experimental design with three levels of planning ...

متن کامل

On Reliability of Android Wearable Health Devices

Wearable devices are increasingly being used for monitoring health signals and for fitness purposes with typical uses being calorie tracker, workout assistant, and step counter. Even though these wearables can measure many health signals (e.g. heart rate), they are still not perceived as highly accurate, relative to clinical monitoring devices. In this paper, we investigate the accuracy of hear...

متن کامل

Digital Art and Crowd Creation in Iran (Case Study: Tehran Annual Digital Art Exhibition)

This paper aims to show the status of digital art in Iran and explain how the meaning of an artist has transformed in the digital age. The primary assumption of this paper is that the experience of digital art has again revived the collective experience in creating arts. Although, interactivity is considered to be the most important quality of digital art, their collective, collaborative and pr...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • CoRR

دوره abs/1508.02982  شماره 

صفحات  -

تاریخ انتشار 2015