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Kniha Algorithmic Pricing based on Big Data. A Critical Reflection Lukas Kern

Algorithmic Pricing based on Big Data. A Critical Reflection

Autor: Lukas Kern
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Grin Verlag
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
946 Kč
Master's Thesis from the year 2020 in the subject Business economics - Customer Relationship Managem...

Informace o knize

Autor
Lukas Kern
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2020
Stránek
84
EAN
9783346229397
ISBN
3346229394
Enbook ID
33095061
Vydavatel
Grin Verlag
Hmotnost
135
Rozměry
148 x 210 x 7

Kompletní popis

Master's Thesis from the year 2020 in the subject Business economics - Customer Relationship Management, CRM, grade: 1,0, , language: English, abstract: Setting the right product prices is crucial for companies and is part of their marketing mix and image. For instance, deviations from "optimal" sales prices can lead to considerable losses in revenue and margin. However, a huge amount of data affect the "optimal" price and the pricing process requires extensive manual resources.Advanced algorithms like machine learning might have the potential to overcome the aforementioned challenges with almost no manual interactions. Pricing algorithms constantly automate and optimize pricing decisions based on the available data. Besides positive one-time effects of price optimizations, algorithmic pricing enables companies to implement new pricing strategies like dynamic pricing, price personalization, and markdown pricing.This master thesis combines the results of a literature review and expert interviews to solve three questions: What is the research gap between the current state of the literature and business practice regarding the use of advanced algorithms based on big data for algorithmic pricing? What progress and insights have companies made in using algorithmic pricing? And how can algorithmic pricing be enhanced for future application?The master thesis starts by explaining the basic concepts of algorithmic pricing and relevant technologies. Therefore, the results and takeaways are useful for business managers without prior experience in this area. This master thesis then provides corporate decision makers with recommendations on what to consider for new pricing algorithms and on opportunities for future development of existing pricing algorithms.

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