Research and Practice of Building a Personalized Recommendation System for Mobile Game Platform Based on Big Data Mining
The personalized recommendation system was presented, which was based on data mining technology in mobile game platform, including the game data acquisition, data storage, data cleaning, data mining, and the cosine similarity algorithm was used to improve the similarity of the games. The mechanism c...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2014-10-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2014.10.005/ |
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| _version_ | 1841529425423761408 |
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| author | Hailang You Feng Qian Xiangwei Huang Liangliang Hu |
| author_facet | Hailang You Feng Qian Xiangwei Huang Liangliang Hu |
| author_sort | Hailang You |
| collection | DOAJ |
| description | The personalized recommendation system was presented, which was based on data mining technology in mobile game platform, including the game data acquisition, data storage, data cleaning, data mining, and the cosine similarity algorithm was used to improve the similarity of the games. The mechanism can effectively improve the accuracy of game recommendation, enhance user stickiness, and create more value for the game platform. |
| format | Article |
| id | doaj-art-5d3b4512cada4f49be59c5f5eedaf181 |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2014-10-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-5d3b4512cada4f49be59c5f5eedaf1812025-01-15T03:18:40ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012014-10-0130273259618830Research and Practice of Building a Personalized Recommendation System for Mobile Game Platform Based on Big Data MiningHailang YouFeng QianXiangwei HuangLiangliang HuThe personalized recommendation system was presented, which was based on data mining technology in mobile game platform, including the game data acquisition, data storage, data cleaning, data mining, and the cosine similarity algorithm was used to improve the similarity of the games. The mechanism can effectively improve the accuracy of game recommendation, enhance user stickiness, and create more value for the game platform.http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2014.10.005/big datamobile gamepersonalized recommendation |
| spellingShingle | Hailang You Feng Qian Xiangwei Huang Liangliang Hu Research and Practice of Building a Personalized Recommendation System for Mobile Game Platform Based on Big Data Mining Dianxin kexue big data mobile game personalized recommendation |
| title | Research and Practice of Building a Personalized Recommendation System for Mobile Game Platform Based on Big Data Mining |
| title_full | Research and Practice of Building a Personalized Recommendation System for Mobile Game Platform Based on Big Data Mining |
| title_fullStr | Research and Practice of Building a Personalized Recommendation System for Mobile Game Platform Based on Big Data Mining |
| title_full_unstemmed | Research and Practice of Building a Personalized Recommendation System for Mobile Game Platform Based on Big Data Mining |
| title_short | Research and Practice of Building a Personalized Recommendation System for Mobile Game Platform Based on Big Data Mining |
| title_sort | research and practice of building a personalized recommendation system for mobile game platform based on big data mining |
| topic | big data mobile game personalized recommendation |
| url | http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2014.10.005/ |
| work_keys_str_mv | AT hailangyou researchandpracticeofbuildingapersonalizedrecommendationsystemformobilegameplatformbasedonbigdatamining AT fengqian researchandpracticeofbuildingapersonalizedrecommendationsystemformobilegameplatformbasedonbigdatamining AT xiangweihuang researchandpracticeofbuildingapersonalizedrecommendationsystemformobilegameplatformbasedonbigdatamining AT lianglianghu researchandpracticeofbuildingapersonalizedrecommendationsystemformobilegameplatformbasedonbigdatamining |