Search Results - subject:"Usage data"

Methods to analyze customer usage data in a product decision process : a systematic literature review

Micus, Christian; Schramm, Simon; Böhm, Markus; … - In: Operations research perspectives 10 (2023), pp. 1-11

customer usage data, as well as a generic, five-stage product decision process (PDP) are defined and differentiated from … consumer data and the product development process. Eventually, we show which data analytics methods on customer usage data can … research directions for data analytics methods on customer usage data are put forward. …

Persistent link: https://www.econbiz.de/10014447786

Characterization of Usage Data with the Help of Data Classifications

Panzner, Melina; von Enzberg, Sebastian; Meyer, Maurice; … - In: Journal of the Knowledge Economy 15 (2022) 1, pp. 88-109

Comprehensive data understanding is a key success driver for data analytics projects. Knowing the characteristics of the data helps a lot in selecting the appropriate data analysis techniques. Especially in data-driven product planning, knowledge about the data is a necessary prerequisite...

Persistent link: https://www.econbiz.de/10015165499

Characterization of Usage Data with the Help of Data Classifications

Panzner, Melina; von Enzberg, Sebastian; Meyer, Maurice; … - In: Journal of the Knowledge Economy 15 (2022) 1, pp. 88-109

Abstract Comprehensive data understanding is a key success driver for data analytics projects. Knowing the characteristics of the data helps a lot in selecting the appropriate data analysis techniques. Especially in data-driven product planning, knowledge about the data is a necessary...

Persistent link: https://www.econbiz.de/10015409362

Incorporating usage data for B2B churn prediction modeling

Sanchez Ramirez, Juliana; Coussement, Kristof; Caigny, … - In: Industrial marketing management : the international … 120 (2024), pp. 191-205

Persistent link: https://www.econbiz.de/10015116908

Using solar panels for business purposes: Evidence based on high-frequency power usage data

Weisser, Christoph; Lenel, Friederike; Lu, Yao; … - In: Development Engineering 6 (2021), pp. 1-19

Access to electricity is typically the main benefit associated with solar panels, but in economically less developed countries, where access to electricity is still very limited, solar panel systems can also serve as means to generate additional income and to diversify income sources. We analyze...

Persistent link: https://www.econbiz.de/10014558529