Generating Indicators of Disruptive Innovation Using Big Data
نویسندگان
چکیده
Technological evolution and its potential impacts are of significant interest to governments, corporate organizations for academic enquiry; but assessments technology progression often highly subjective. This paper prototypes objective measures assess using internet-based data. These may help reduce the subjective nature such and, in conjunction with other techniques, uncertainty assessment. The examines one part ecosystem, namely, research publications. It uses analytics performed against a large body abstracts metadata published over 20 years propose demonstrate candidate indicators progression. Measures prototyped are: (i) overall occurrence technologies used time research, (ii) fields which this use was made; (iii) geographic spread specific within (iv) clustering time. An outcome analysis is an ability set inputs commentaries forecasts made publicly subject area last years. automated discussed together might working groups assessing more quantitative methods.
منابع مشابه
Generating request streams on Big Data using clustered renewal processes
The performance evaluation of large file systems, such as storage and media streaming, motivates scalable generation of representative traces.We focus on two key characteristics of traces, popularity and temporal locality. The common practice of using a system-wide distribution obscures per-object behavior, which is important for system evaluation. We propose a model based on delayed renewal pr...
متن کاملStrategic Logic of Disruptive Innovation
Today’s world of business is increasingly witnessing exemplary firms which introduce new business models, exploit new markets and disrupt established firms in order to create a unique competitive position. Although the theoretical and conceptual posture of this phenomenon is well grounded and explained in the extant literature on disruptive innovation, little is known about strategic logic of t...
متن کاملRFID as a Disruptive Innovation
The first part of the paper discusses Wal-Mart’s adoption of RFID through the theoretical lens of the Resources, Processes, and Values (RPV) innovation theory. This part makes a theoretical argument that WalMart adopted RFID as a sustaining innovation – an incremental improvement in supply chain identification technology. The second part reviews a representative sample of IS literature in order...
متن کاملDisruptive innovation for social change.
Countries, organizations, and individuals around the globe spend aggressively to solve social problems, but these efforts often fail to deliver. Misdirected investment is the primary reason for that failure. Most of the money earmarked for social initiatives goes to organizations that are structured to support specific groups of recipients, often with sophisticated solutions. Such organizations...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Future Internet
سال: 2022
ISSN: ['1999-5903']
DOI: https://doi.org/10.3390/fi14110327