Algorithmic Pricing Based On Big Data A Critical Reflection

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Algorithmic Pricing Based on Big Data. A Critical Reflection

Author : Lukas Kern
Publisher :
ISBN 13 : 9783346229397
Total Pages : 84 pages
Book Rating : 4.2/5 (293 download)

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Book Synopsis Algorithmic Pricing Based on Big Data. A Critical Reflection by : Lukas Kern

Download or read book Algorithmic Pricing Based on Big Data. A Critical Reflection written by Lukas Kern and published by . This book was released on 2020-08-21 with total page 84 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Big Data Analytics: Systems, Algorithms, Applications

Author : C.S.R. Prabhu
Publisher : Springer Nature
ISBN 13 : 9811500940
Total Pages : 412 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Big Data Analytics: Systems, Algorithms, Applications by : C.S.R. Prabhu

Download or read book Big Data Analytics: Systems, Algorithms, Applications written by C.S.R. Prabhu and published by Springer Nature. This book was released on 2019-10-14 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive survey of techniques, technologies and applications of Big Data and its analysis. The Big Data phenomenon is increasingly impacting all sectors of business and industry, producing an emerging new information ecosystem. On the applications front, the book offers detailed descriptions of various application areas for Big Data Analytics in the important domains of Social Semantic Web Mining, Banking and Financial Services, Capital Markets, Insurance, Advertisement, Recommendation Systems, Bio-Informatics, the IoT and Fog Computing, before delving into issues of security and privacy. With regard to machine learning techniques, the book presents all the standard algorithms for learning – including supervised, semi-supervised and unsupervised techniques such as clustering and reinforcement learning techniques to perform collective Deep Learning. Multi-layered and nonlinear learning for Big Data are also covered. In turn, the book highlights real-life case studies on successful implementations of Big Data Analytics at large IT companies such as Google, Facebook, LinkedIn and Microsoft. Multi-sectorial case studies on domain-based companies such as Deutsche Bank, the power provider Opower, Delta Airlines and a Chinese City Transportation application represent a valuable addition. Given its comprehensive coverage of Big Data Analytics, the book offers a unique resource for undergraduate and graduate students, researchers, educators and IT professionals alike.

Big Data Analysis: New Algorithms for a New Society

Author : Nathalie Japkowicz
Publisher : Springer
ISBN 13 : 3319269895
Total Pages : 334 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Big Data Analysis: New Algorithms for a New Society by : Nathalie Japkowicz

Download or read book Big Data Analysis: New Algorithms for a New Society written by Nathalie Japkowicz and published by Springer. This book was released on 2015-12-16 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This edited volume is devoted to Big Data Analysis from a Machine Learning standpoint as presented by some of the most eminent researchers in this area. It demonstrates that Big Data Analysis opens up new research problems which were either never considered before, or were only considered within a limited range. In addition to providing methodological discussions on the principles of mining Big Data and the difference between traditional statistical data analysis and newer computing frameworks, this book presents recently developed algorithms affecting such areas as business, financial forecasting, human mobility, the Internet of Things, information networks, bioinformatics, medical systems and life science. It explores, through a number of specific examples, how the study of Big Data Analysis has evolved and how it has started and will most likely continue to affect society. While the benefits brought upon by Big Data Analysis are underlined, the book also discusses some of the warnings that have been issued concerning the potential dangers of Big Data Analysis along with its pitfalls and challenges.

Computer Networks, Big Data and IoT

Author : A.Pasumpon Pandian
Publisher : Springer Nature
ISBN 13 : 9811609659
Total Pages : 980 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Computer Networks, Big Data and IoT by : A.Pasumpon Pandian

Download or read book Computer Networks, Big Data and IoT written by A.Pasumpon Pandian and published by Springer Nature. This book was released on 2021-06-21 with total page 980 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents best selected research papers presented at the International Conference on Computer Networks, Big Data and IoT (ICCBI 2020), organized by Vaigai College Engineering, Madurai, Tamil Nadu, India, during 15–16 December 2020. The book covers original papers on computer networks, network protocols and wireless networks, data communication technologies and network security. The book is a valuable resource and reference for researchers, instructors, students, scientists, engineers, managers and industry practitioners in those important areas.

Soft Computing and Signal Processing

Author : V. Sivakumar Reddy
Publisher : Springer Nature
ISBN 13 : 9811524750
Total Pages : 753 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Soft Computing and Signal Processing by : V. Sivakumar Reddy

Download or read book Soft Computing and Signal Processing written by V. Sivakumar Reddy and published by Springer Nature. This book was released on 2020-03-13 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents selected research papers on current developments in the fields of soft computing and signal processing from the Second International Conference on Soft Computing and Signal Processing (ICSCSP 2019). The respective contributions address topics such as soft sets, rough sets, fuzzy logic, neural networks, genetic algorithms and machine learning, and discuss various aspects of these topics, e.g. technological considerations, product implementation, and application issues.

Sublinear Algorithms for Big Data Applications

Author : Dan Wang
Publisher : Springer
ISBN 13 : 3319204483
Total Pages : 94 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Sublinear Algorithms for Big Data Applications by : Dan Wang

Download or read book Sublinear Algorithms for Big Data Applications written by Dan Wang and published by Springer. This book was released on 2015-07-16 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: The brief focuses on applying sublinear algorithms to manage critical big data challenges. The text offers an essential introduction to sublinear algorithms, explaining why they are vital to large scale data systems. It also demonstrates how to apply sublinear algorithms to three familiar big data applications: wireless sensor networks, big data processing in Map Reduce and smart grids. These applications present common experiences, bridging the theoretical advances of sublinear algorithms and the application domain. Sublinear Algorithms for Big Data Applications is suitable for researchers, engineers and graduate students in the computer science, communications and signal processing communities.

Explorations in Critical Studies of Advertising

Author : James F. Hamilton
Publisher : Routledge
ISBN 13 : 1317232976
Total Pages : 407 pages
Book Rating : 4.3/5 (172 download)

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Book Synopsis Explorations in Critical Studies of Advertising by : James F. Hamilton

Download or read book Explorations in Critical Studies of Advertising written by James F. Hamilton and published by Routledge. This book was released on 2016-10-26 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides a thoughtful and wide-ranging exploration of approaches to the critical study of advertising. Current and impending practices of advertising have in many ways exceeded the grasp of traditional modes of critique, due at least in part to their being formulated in very different historical conditions. To begin to address this lag, this edited collection explores through critical discussion and application a variety of critical approaches to advertising. Authors address a variety of concrete examples in their chapters, drawing on existing research while presenting new findings where relevant. In order to maintain the relevance of this collection past this particular historical moment, however, chapters do not simply report on empirical work, but develop a theoretical argument.

Robotics Software Design and Engineering

Author : Alejandro Rafael Garcia Ramirez
Publisher : BoD – Books on Demand
ISBN 13 : 183969291X
Total Pages : 188 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Robotics Software Design and Engineering by : Alejandro Rafael Garcia Ramirez

Download or read book Robotics Software Design and Engineering written by Alejandro Rafael Garcia Ramirez and published by BoD – Books on Demand. This book was released on 2021-09-15 with total page 188 pages. Available in PDF, EPUB and Kindle. Book excerpt: Robotics Software Design and Engineering is an edited volume on robotics. Chapters cover such topics as cognitive robotics systems, artificial intelligence, force feedback, autonomous driving embedded systems, multi-robot systems, a robot software framework for Real-time Control systems, and Industry 4.0. Also discussed are humanoid robots, aerial and work vehicles, and robot manipulators.

Information Technology - New Generations

Author : Shahram Latifi
Publisher : Springer
ISBN 13 : 3319770284
Total Pages : 775 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Information Technology - New Generations by : Shahram Latifi

Download or read book Information Technology - New Generations written by Shahram Latifi and published by Springer. This book was released on 2018-04-12 with total page 775 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents a collection of peer-reviewed, scientific articles from the 15th International Conference on Information Technology – New Generations, held at Las Vegas. The collection addresses critical areas of Machine Learning, Networking and Wireless Communications, Cybersecurity, Data Mining, Software Engineering, High Performance Computing Architectures, Computer Vision, Health, Bioinformatics, and Education.

Proceedings 1989 VLDB Conference

Author : Petrus Maria Gerardus Apers
Publisher : Morgan Kaufmann
ISBN 13 : 9781558601017
Total Pages : 488 pages
Book Rating : 4.6/5 (1 download)

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Book Synopsis Proceedings 1989 VLDB Conference by : Petrus Maria Gerardus Apers

Download or read book Proceedings 1989 VLDB Conference written by Petrus Maria Gerardus Apers and published by Morgan Kaufmann. This book was released on 1989-12 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the 15th International Conference (see title), August 1989, Amsterdam, The Netherlands. Contains forty-five papers from worldwide contributors which explore fundamental issues and current developments parallelism, interfaces, statistics, and programming languages.

Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine, Volume IV

Author : Zhongheng Zhang
Publisher : Frontiers Media SA
ISBN 13 : 2832543375
Total Pages : 192 pages
Book Rating : 4.8/5 (325 download)

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Book Synopsis Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine, Volume IV by : Zhongheng Zhang

Download or read book Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine, Volume IV written by Zhongheng Zhang and published by Frontiers Media SA. This book was released on 2024-01-23 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Research Topic is the fourth volume of the series Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine Volume I: Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine, Volume I Volume II:Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine, Volume II Volume III:Clinical Application of Artificial Intelligence in Emergency and Critical Care Medicine, Volume III Analytics based on artificial intelligence has greatly advanced scientific research fields like natural language processing and imaging classification. Clinical research has also greatly benefited from artificial intelligence. Emergency and critical care physicians face patients with rapidly changing conditions, which require accurate risk stratification and initiation of rescue therapy. Furthermore, critically ill patients, such as those with sepsis, acute respiratory distress syndrome, and trauma, are comprised of heterogeneous population. The “one-size-fit-all” paradigm may not fit for the management of such heterogeneous patient population. Thus, artificial intelligence can be employed to identify novel subphenotypes of these patients. These sub classifications can provide not only prognostic value for risk stratification but also predictive value for individualized treatment. With the development of transcriptome providing a large amount of information for an individual, artificial intelligence can greatly help to identify useful information from high dimensional data. Altogether, it is of great importance to further utilize artificial intelligence in the management of critically ill patients.

Conquering Big Data with High Performance Computing

Author : Ritu Arora
Publisher : Springer
ISBN 13 : 3319337424
Total Pages : 328 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Conquering Big Data with High Performance Computing by : Ritu Arora

Download or read book Conquering Big Data with High Performance Computing written by Ritu Arora and published by Springer. This book was released on 2016-09-16 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of the resources and research projects that are bringing Big Data and High Performance Computing (HPC) on converging tracks. It demystifies Big Data and HPC for the reader by covering the primary resources, middleware, applications, and tools that enable the usage of HPC platforms for Big Data management and processing.Through interesting use-cases from traditional and non-traditional HPC domains, the book highlights the most critical challenges related to Big Data processing and management, and shows ways to mitigate them using HPC resources. Unlike most books on Big Data, it covers a variety of alternatives to Hadoop, and explains the differences between HPC platforms and Hadoop.Written by professionals and researchers in a range of departments and fields, this book is designed for anyone studying Big Data and its future directions. Those studying HPC will also find the content valuable.

ICT: Smart Systems and Technologies

Author : M. Shamim Kaiser
Publisher : Springer Nature
ISBN 13 : 9819994896
Total Pages : 472 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis ICT: Smart Systems and Technologies by : M. Shamim Kaiser

Download or read book ICT: Smart Systems and Technologies written by M. Shamim Kaiser and published by Springer Nature. This book was released on 2024 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Zusammenfassung: This book contains best selected research papers presented at ICTCS 2023: Eighth International Conference on Information and Communication Technology for Competitive Strategies. The conference will be held in Jaipur, India during 8 - 9 December 2023. The book covers state-of-the-art as well as emerging topics pertaining to ICT and effective strategies for its implementation for engineering and managerial applications. This book contains papers mainly focused on ICT for computation, algorithms and data analytics and IT security. The work is presented in five volumes

Challenges and Opportunity with Big Data

Author : Lin Zhang
Publisher : Springer
ISBN 13 : 3319619942
Total Pages : 212 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Challenges and Opportunity with Big Data by : Lin Zhang

Download or read book Challenges and Opportunity with Big Data written by Lin Zhang and published by Springer. This book was released on 2017-08-03 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the thoroughly refereed and revised post-workshop proceedings of the 19th Monterey Workshop, held in Beijing, China, in Ocotber 2016. The workshop explored the challenges associated with the Development, Operation and Management of Large-Scale complex IT Systems. The 18 revised full papers presented were significantly extended and improved by the insights gained from the productive and lively discussions at the workshop, and the feedback from the post-workshop peer reviews. 2016 marks the 23rd anniversary for the Monterey Workshop series which started in 1993. For nearly a quarter of century, the Monterey Workshops have established themselves as an important international forum to foster, among academia, industry, and government agencies, discussion and exchange of ideas, research results and experience in developing software intensive systems, and have significantly advanced the field. The community of the workshop participants has grown to become an influential source of ideas and innovations and its impact on the knowledge economy has been felt worldwide.

From Big Data to Big Profits

Author : Russell Walker
Publisher : Oxford University Press, USA
ISBN 13 : 0199378320
Total Pages : 313 pages
Book Rating : 4.1/5 (993 download)

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Book Synopsis From Big Data to Big Profits by : Russell Walker

Download or read book From Big Data to Big Profits written by Russell Walker and published by Oxford University Press, USA. This book was released on 2015 with total page 313 pages. Available in PDF, EPUB and Kindle. Book excerpt: In From Big Data to Big Profits, Russell Walker investigates the use of internal Big Data to stimulate innovations for operational effectiveness, and the ways in which external Big Data is developed for gauging, or even prompting, customer buying decisions.

Critical Thinking Tactics for Nurses

Author : M. Gaie Rubenfeld
Publisher : Jones & Bartlett Publishers
ISBN 13 : 1284041425
Total Pages : 396 pages
Book Rating : 4.2/5 (84 download)

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Book Synopsis Critical Thinking Tactics for Nurses by : M. Gaie Rubenfeld

Download or read book Critical Thinking Tactics for Nurses written by M. Gaie Rubenfeld and published by Jones & Bartlett Publishers. This book was released on 2014 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Politics and Policies of Big Data

Author : Ann Rudinow Sætnan
Publisher : Routledge
ISBN 13 : 1351866540
Total Pages : 327 pages
Book Rating : 4.3/5 (518 download)

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Book Synopsis The Politics and Policies of Big Data by : Ann Rudinow Sætnan

Download or read book The Politics and Policies of Big Data written by Ann Rudinow Sætnan and published by Routledge. This book was released on 2018-05-08 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data, gathered together and re-analysed, can be used to form endless variations of our persons - so-called ‘data doubles’. Whilst never a precise portrayal of who we are, they unarguably contain glimpses of details about us that, when deployed into various routines (such as management, policing and advertising) can affect us in many ways. How are we to deal with Big Data? When is it beneficial to us? When is it harmful? How might we regulate it? Offering careful and critical analyses, this timely volume aims to broaden well-informed, unprejudiced discourse, focusing on: the tenets of Big Data, the politics of governance and regulation; and Big Data practices, performance and resistance. An interdisciplinary volume, The Politics of Big Data will appeal to undergraduate and postgraduate students, as well as postdoctoral and senior researchers interested in fields such as Technology, Politics and Surveillance.