Demand unconstraining estimation based on big data warehouse in revenue management systems:framework and challenges
In order to achieve and exam the unconstrained demand data related to each customer in real time and dynamically from both internal and external data resources,including structured and unstructured information,a big data warehouse framework for demand unconstraining estimation in revenue management...
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| Format: | Article |
| Language: | zho |
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China InfoCom Media Group
2017-05-01
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| Series: | 大数据 |
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| Online Access: | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2017031 |
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| _version_ | 1850212934929612800 |
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| author | Peng GUO |
| author_facet | Peng GUO |
| author_sort | Peng GUO |
| collection | DOAJ |
| description | In order to achieve and exam the unconstrained demand data related to each customer in real time and dynamically from both internal and external data resources,including structured and unstructured information,a big data warehouse framework for demand unconstraining estimation in revenue management was proposed.After that,the challenges in unconstrained demand knowledge mining,as well as the process of development and application of business intelligence analysis tools for demand unconstraining estimation were discussed. |
| format | Article |
| id | doaj-art-16bbff93bedc4ec2bcbf8ee6a73fce6a |
| institution | OA Journals |
| issn | 2096-0271 |
| language | zho |
| publishDate | 2017-05-01 |
| publisher | China InfoCom Media Group |
| record_format | Article |
| series | 大数据 |
| spelling | doaj-art-16bbff93bedc4ec2bcbf8ee6a73fce6a2025-08-20T02:09:14ZzhoChina InfoCom Media Group大数据2096-02712017-05-013201703159527124Demand unconstraining estimation based on big data warehouse in revenue management systems:framework and challengesPeng GUOIn order to achieve and exam the unconstrained demand data related to each customer in real time and dynamically from both internal and external data resources,including structured and unstructured information,a big data warehouse framework for demand unconstraining estimation in revenue management was proposed.After that,the challenges in unconstrained demand knowledge mining,as well as the process of development and application of business intelligence analysis tools for demand unconstraining estimation were discussed.http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2017031revenue management;demand forecasting;unconstraining estimation;data warehouse;big data;business intelligence;sentiment analysis |
| spellingShingle | Peng GUO Demand unconstraining estimation based on big data warehouse in revenue management systems:framework and challenges 大数据 revenue management;demand forecasting;unconstraining estimation;data warehouse;big data;business intelligence;sentiment analysis |
| title | Demand unconstraining estimation based on big data warehouse in revenue management systems:framework and challenges |
| title_full | Demand unconstraining estimation based on big data warehouse in revenue management systems:framework and challenges |
| title_fullStr | Demand unconstraining estimation based on big data warehouse in revenue management systems:framework and challenges |
| title_full_unstemmed | Demand unconstraining estimation based on big data warehouse in revenue management systems:framework and challenges |
| title_short | Demand unconstraining estimation based on big data warehouse in revenue management systems:framework and challenges |
| title_sort | demand unconstraining estimation based on big data warehouse in revenue management systems framework and challenges |
| topic | revenue management;demand forecasting;unconstraining estimation;data warehouse;big data;business intelligence;sentiment analysis |
| url | http://www.j-bigdataresearch.com.cn/thesisDetails#10.11959/j.issn.2096-0271.2017031 |
| work_keys_str_mv | AT pengguo demandunconstrainingestimationbasedonbigdatawarehouseinrevenuemanagementsystemsframeworkandchallenges |