Construction of Internet of things customer data platform based on OLAP technology
At this stage,the Internet of things (IoT) customer business is developing rapidly.The management problems of weak customer operation ability have gradually exposed in the IoT industry,resulting in the low AP (analytical processing) value of customers,the low profitability and high operating cost.Th...
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| Format: | Article |
| Language: | zho |
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China InfoCom Media Group
2020-06-01
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| Series: | 物联网学报 |
| Subjects: | |
| Online Access: | http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2020.00141/ |
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| _version_ | 1841531117550698496 |
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| author | Yue GUO Yue LONG Xun ZHANG Yang QU |
| author_facet | Yue GUO Yue LONG Xun ZHANG Yang QU |
| author_sort | Yue GUO |
| collection | DOAJ |
| description | At this stage,the Internet of things (IoT) customer business is developing rapidly.The management problems of weak customer operation ability have gradually exposed in the IoT industry,resulting in the low AP (analytical processing) value of customers,the low profitability and high operating cost.Therefore,it is urgent to enhance the massive data analysis capabilities of the IoT to provide data guidance for business development.To improve the customer value,big data technology,multi-dimensional analysis technology and massive query technology were used to make portraits of IoT enterprise customers,and realize the construction of the customer data platform with refined and efficient operation services.It was introduced how to construct the data operation platform from the aspect of technology implementation. |
| format | Article |
| id | doaj-art-e53a352bb4ba4f4e92230b4c0007d15f |
| institution | Kabale University |
| issn | 2096-3750 |
| language | zho |
| publishDate | 2020-06-01 |
| publisher | China InfoCom Media Group |
| record_format | Article |
| series | 物联网学报 |
| spelling | doaj-art-e53a352bb4ba4f4e92230b4c0007d15f2025-01-15T02:54:06ZzhoChina InfoCom Media Group物联网学报2096-37502020-06-01412212859651888Construction of Internet of things customer data platform based on OLAP technologyYue GUOYue LONGXun ZHANGYang QUAt this stage,the Internet of things (IoT) customer business is developing rapidly.The management problems of weak customer operation ability have gradually exposed in the IoT industry,resulting in the low AP (analytical processing) value of customers,the low profitability and high operating cost.Therefore,it is urgent to enhance the massive data analysis capabilities of the IoT to provide data guidance for business development.To improve the customer value,big data technology,multi-dimensional analysis technology and massive query technology were used to make portraits of IoT enterprise customers,and realize the construction of the customer data platform with refined and efficient operation services.It was introduced how to construct the data operation platform from the aspect of technology implementation.http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2020.00141/big dataIoT customer operationon line analytical processing (OLAP) |
| spellingShingle | Yue GUO Yue LONG Xun ZHANG Yang QU Construction of Internet of things customer data platform based on OLAP technology 物联网学报 big data IoT customer operation on line analytical processing (OLAP) |
| title | Construction of Internet of things customer data platform based on OLAP technology |
| title_full | Construction of Internet of things customer data platform based on OLAP technology |
| title_fullStr | Construction of Internet of things customer data platform based on OLAP technology |
| title_full_unstemmed | Construction of Internet of things customer data platform based on OLAP technology |
| title_short | Construction of Internet of things customer data platform based on OLAP technology |
| title_sort | construction of internet of things customer data platform based on olap technology |
| topic | big data IoT customer operation on line analytical processing (OLAP) |
| url | http://www.wlwxb.com.cn/zh/article/doi/10.11959/j.issn.2096-3750.2020.00141/ |
| work_keys_str_mv | AT yueguo constructionofinternetofthingscustomerdataplatformbasedonolaptechnology AT yuelong constructionofinternetofthingscustomerdataplatformbasedonolaptechnology AT xunzhang constructionofinternetofthingscustomerdataplatformbasedonolaptechnology AT yangqu constructionofinternetofthingscustomerdataplatformbasedonolaptechnology |