Big data monetization throughout Big Data Value Chain: a comprehensive review

AZ Faroukhi, I El Alaoui, Y Gahi, A Amine - Journal of Big Data, 2020 - Springer
Value Chain has been considered as a key model for managing efficiently value creation
processes within organizations. However, with the digitization of the end-to-end processes …

[HTML][HTML] An adaptable big data value chain framework for end-to-end big data monetization

AZ Faroukhi, I El Alaoui, Y Gahi, A Amine - Big Data and cognitive …, 2020 - mdpi.com
Today, almost all active organizations manage a large amount of data from their business
operations with partners, customers, and even competitors. They rely on Data Value Chain …

Scalable collaborative filtering with jointly derived neighborhood interpolation weights

RM Bell, Y Koren - … conference on data mining (ICDM 2007), 2007 - ieeexplore.ieee.org
Recommender systems based on collaborative filtering predict user preferences for products
or services by learning past user-item relationships. A predominant approach to …

[HTML][HTML] Conceptualising value creation in data-driven services: The case of vehicle data

C Kaiser, A Stocker, G Viscusi, M Fellmann… - International Journal of …, 2021 - Elsevier
The creation of data-driven services generates new value streams, leading to the
emergence of new actors and ultimately to new market configurations. In the automotive …

[HTML][HTML] Digital entrepreneurship services evolution: analysis of quadruple and quintuple helix innovation models for open data ecosystems

F Kitsios, M Kamariotou, E Grigoroudis - Sustainability, 2021 - mdpi.com
Open data hackathons are events where the actors from an ecosystem collaborate to build
platforms that will benefit the public, creating a win–win scenario for all of them. Sadly, many …

Requirements of an open data based business ecosystem

A Immonen, M Palviainen, E Ovaska - IEEE access, 2014 - ieeexplore.ieee.org
Emerging opportunities for open data based business have been recognized around the
world. Open data can provide new business opportunities for actors that provide data, for …

Value creation on open government data

J Attard, F Orlandi, S Auer - 2016 49th Hawaii International …, 2016 - ieeexplore.ieee.org
Governments are one of the largest producers and collectors of data in many different
domains. As one major aim of open government data initiatives is the release of social and …

Digital service innovation from open data: exploring the value proposition of an open data marketplace

G Smith, HA Ofe, J Sandberg - 2016 49th Hawaii international …, 2016 - ieeexplore.ieee.org
Open data marketplaces have emerged as a mode of addressing open data adoption
barriers. However, knowledge of how such marketplaces affect digital service innovation in …

Business roles in the emerging open-data ecosystem

J Lindman, T Kinnari, M Rossi - IEEE software, 2015 - ieeexplore.ieee.org
Software specialists know the merits of information visualizations, mashups, and other types
of open-data enrichments that serve customers' needs. Commercial services based on these …

The open data canvas–Analyzing value creation from open data

Y Gao, M Janssen - Digital Government: Research and Practice, 2022 - dl.acm.org
Expectations to derive value from open data are high. However, how value is created from
open data is still largely unknown. Open data value is usually generated in constellation of …