Probabilistic graphical models in customer analytics: comparison with classical predictive models
This paper presents the application of different methods in order to have a complex vision on customers’ churn problem. It detects which algorithms can be used not only for churn prediction but also for churn prevention issues. Churn prevention analysis.
Подобные документы
The types and features of the modification of business models of enterprises under the influence of socially oriented management. Research of applied aspects on business models of aviation enterprises. Application of corporate social responsibility.
статья, добавлен 18.12.2023Review of the problem of formation of models and human resource management strategies in Ukrainian enterprises. Analysis of methodological approaches to the management of labor resources of the enterprise. Osobennoti definition of personnel strategy.
статья, добавлен 26.07.2016The application the system principle of decomposition simplifies the algorithmization of the model, preserving the condition of optimality. The versatility of the system approach to building models of management tasks lies in the combination of methods.
статья, добавлен 26.12.2023Budget restriction in the UK and its effect on local governments. Current spending cut approaches of local governments. Business models researches and Network business models. Stakeholders’ management. Advantages, risks of assets based working approach.
дипломная работа, добавлен 30.07.2016A study of the foreign experience of brand formation. The analysis of management of company brands and modern brand management models was carried out. Thus, the foreign experience of successful brand management is presented in terms of two models.
статья, добавлен 18.12.2023Customer orientation as a key to a strong competitive position. Application of scenario planning for adjustment and forecasting of external instability. Comprehensive analysis of the development of customer orientation of the gas distribution enterprise.
статья, добавлен 23.11.2022Business presentation as part of the communication of organizations with partners and customers. Elements of the S-shaped structure of the problem-solution representation. Presentation of information in accordance with the type of problem statement.
статья, добавлен 19.12.2019Learning technique was studied and applied to the embedding dimension and time delay estimation to the benchmark nonlinear time series and the stock market prediction problem. The methodology of reinforcement learning application was proposed and applied.
дипломная работа, добавлен 07.12.2019Recommender system approaches: core algorithms and respective applications. Overview of popular travel recommender system approaches. Major recommender system issues and their common solutions. Matrix factorisation and к-nearest-neighbours models.
статья, добавлен 25.08.2020The results of the study of the adaptation of managerial models by foreign entrepreneurs migrated to the Russian realities. The functioning of Western models in a different environment, for example development of management of large enterprises.
статья, добавлен 29.09.2016The role and importance of information support and methods of analysis of production stocks at agricultural enterprises. Benefits of automated inventory analysis - faster data collection, timely identification of material needs, reduced resource wastage.
статья, добавлен 31.01.2024Exploring the unique benefits of using machine learning models based on hidden factors. Recommended system approaches. An overview of popular travel advisory approaches. Performance metrics. Matrix factorization models. K-models of nearest neighbors.
дипломная работа, добавлен 14.07.2020Analyze literature about credit scoring and tree-based models. Create algorithm of the new model. Realize the algorithm in programming language r. Construct these models on two credit-scoring data and compare them on test data using chosen criteria.
дипломная работа, добавлен 01.12.2019Analysis of the models of follower burnout in the workplace. Definition of burnout as a chronic stress syndrome. Analysis of different views on a relationship between burnout and age. Study of correlations between burnout and Big Five personality factors.
статья, добавлен 29.04.2017Development of information representation forms. Clarification of the use of cognitive educational models in the management of educational institutions. Arguments for using cognitive educational models in the management of educational institutions.
статья, добавлен 29.12.2020The analysis of reports on the last researches in area of project management office. Comparison of approaches in project management at the entities with PMO of different levels of a maturity and without it. role and objectivity of the customer feedback.
статья, добавлен 25.02.2016The purpose of study is to find out in what way do value determinants influence consumers` choice of online and offline food. The practical implementation is supposed to be recommendations for restaurants and online services on how to improve its work.
дипломная работа, добавлен 18.07.2020Theoretical background of CRM concept. Company description and key financial figures. Company and existing CRM system. Study of previous customer satisfaction analyses in company. Estimation of CRM usage and customer satisfaction and regression analysis.
дипломная работа, добавлен 18.07.2020The discriminant analysis, decision trees, and expert systems for static decisions, and dynamic programming, linear programming, and Markov chains for dynamic decision models. Raising or lowering the credit limit and Authorizing a specific charge.
статья, добавлен 11.08.2013A comprehensive series of tests of new civil aircraft before delivery to the customer. Troubleshooting before operating aircraft. The significance of testing for aircraft production. Prospects for the development of aircraft testing in the future.
статья, добавлен 20.03.2024- 21. Choosing logistics service suppliers: customers` perspective in benchmarking container terminals
Development of a customer-oriented model that allows benchmarking of container terminals. This model takes into account the consumer's preferences regarding the importance of certain attributes of a port. Typology of consumers based on their preferences.
дипломная работа, добавлен 30.10.2017 Mechanism of raising funds through ICO. History of development and the current state of the market. Analysis of the factors influence on the success of the ICO. Building a multiple regression models for The ICO Success. Mean and variance analysis.
курсовая работа, добавлен 28.08.2018- 23. Methodological assessment framework of socioeconomic systems' bio-economic transformation management
The paper research has been conducted through a mixed-methods approach to reach the following objectives, including desktop research using general scientific methods and content and comparative analysis with further conceptual framework adoption.
статья, добавлен 16.01.2024 The role of the concept of the business model in strategic management. The identification of key components of business models, and using them as a classification attribute. A new approach that describes the types of business models existing in practice.
статья, добавлен 28.09.2016Purpose of customer relationship management (CRM). History, definition and underpinning theory of CRM. Potential benefits and disedvanteges of CRM. Steps to improve CRM. Behavioral patterns and segments. CRM applications and their customer types.
презентация, добавлен 28.02.2017