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عنوان فارسی مقاله:
کلان داده برای گسترش نوآوری دیجیتال - تحقیقات ره نگاشت
عنوان انگلیسی مقاله:
Big Data for Open Digital Innovation – A Research Roadmap
سال انتشار : 2015
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مقدمه انگلیسی مقاله:
1. Introduction
Digital technologies have changed the fabric of organizations, triggering novel organizational forms. Innovation and production are not confined to established organizations with clear cut boundaries. Individuals self-organize in open, voluntary technologyenabled collectives to share data and knowledge and to jointly create novel solutions for a bewildering array of applications. With these geographically dispersed groups the idea of open source has moved beyond open source software. Manifold types of these collective forms of innovation and production have emerged in which a large number of actors interact and create goods across multiple platforms, contexts, and timelines. These systems increasingly relate to socially significant domains such as health support or eScience. We refer to them as ‘open collaboration’ systems for innovation and production [24,7,11] and argue that they are dynamic sociotechnical systems for two reasons: (1) they are fluid and (2) work, organization, and technologies are intertwined within them [32]. Wikipedia, Amazon review systems, science network NanoHub.org, and CancerCare.org are just a few examples of open collaboration. Their emergence stimulated researchers to study their nature. However, most contributions fail to move beyond existing theories and routine application of research tools to tackle the dynamic and sociotechnical reality of open collaboration [13,30]. We argue that ‘big data’ is an increasingly important ‘engine’ to make this turn and to better understand the complex ‘nervous system’ of open collaboration. The interaction in digital environments creates a gigantic stream of behavioral data that provide novel research opportunities to move beyond outdated theories. To do so, we need to equip researchers of open collaboration with new datasets about dynamic sociotechnical processes that span different contexts and users, with novel analytical techniques, and with an efficient and effective research infrastructure to support the development of novel empirically grounded theories and predictive models.
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کلمات کلیدی:
[PDF]Big Data for Open Digital Innovation – A Research Roadmap iranarze.ir/wp-content/uploads/2016/10/E415.pdf Big Data for Open Digital Innovation – A Research Roadmap. ✩. Sabine Brunswicker a, Elisa Bertino b, Sorin Matei c a Research Center for Open Digital ... Big Data for Open Digital Innovation – A Research Roadmap | Sabine ... www.academia.edu/.../Big_Data_for_Open_Digital_Innovation_A_Research_Roadma... JID:BDR AID:15 /FLA [m5G; v1.147; Prn:11/02/2015; 16:02] P.1 (1-6) Big Data Research ••• (••••) •••–••• 1 67 Contents lists available at ScienceDirect 2 68 3 69 4 ... Open Digital Innovation - A Contest Driven Approach | Anders ... www.springer.com/gp/book/9783319563381 This book explores how novel digital services, including e-services, digital ... in their innovation, often catalyzed by contests and the provision of open data, with ... It offers an analysis of key scientific principles underlying open innovation and ... [PDF]OPEN DIGITAL https://www.purdue.edu/opendigital/wp-content/uploads/.../TECH-621-Fall-2016-1.p... RESEARCH CENTER FOR OPEN DIGITAL INNOVATION. Research in Open Innovation ... Collaborative consumption, the sharing economy, and big data. Research Center for Open Digital Innovation - Purdue Polytechnic ... https://polytechnic.purdue.edu/research-center-for-open-digital-innovation The Research Center for Open Digital Innovation strives to engage in a revolution of ... Leveraging big data, sentiment analysis, crowdsourcing, open data, living ... Research Center for Open Digital Innovation | Purdue University https://www.purdue.edu/opendigital/ Our director at the Research Center for Open Digital Innovation has recently ... Chair for the Academy of Management Specialized Conference on Big Data, to be ... Open Digital Innovation or Closed Digital Innovation? – Innovation ... innovationexcellence.com/blog/.../open-digital-innovation-or-closed-digital-innovatio... Oct 6, 2015 - Then suddenly the world shifts on its axis once again, everything seems to be digital. The buzz is big data, analytics, smart mobility, and social ...
