Niche Formation in the Mashup Ecosystem

Improved classification of large imbalanced data sets using rationalized technique: Updated Class Purity Maximization Over_Sampling Technique (UCPMOT)

“…; the chosen data sets are grouped into three categories (binary-class structured/multi-class structured/multi-class semi-structured_unstructured data sets). Out of ten data sets, eight are from the standard UCI repository [42], one from the causality workbench under pharmacology base [43] and remaining one from ProgrammableWeb [44,45] respectively. The details of data sets are given in Table 1.…”

Who Inhabits a Business Ecosystem? The Technospecies as a Unifying Concept

“…A clear understanding of one's business ecosystem may allow an organization to move quicker and more fluidly than their competitors and also leverage resources from other technospecies and inhabitants that may be currently unrecognized. Additionally, understanding inter-ecosystem technology flows has implications for technological standards (Rohlfs, 2001;Laakso & Nyman, 2014), industry consolidation (Puranam et al, 2006;Carbone, 2011) and the emergence of new technologies (Weiss et al, 2013). Given that the number of different entities in a business ecosystem is quite diverse, ranging from competitors to open source contributors, being able to identify and utilize these valuable resources would benefit both the focal firm and the health of the entire ecosystem.…”

ClubCF: A Clustering-Based Collaborative Filtering Approach for Big Data Application

“…The data for our experiments was collected from ProgrammableWeb, a popular online community built around user-generated mashup services. It provides the most characteristic collection [32]. The extracted data was used to produce datasets for the population of mashup services.…”