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科技导报 |研究论文 2016 , 34 (23) : 127 -136
结合物联网和室内定位的手机图书馆推荐系统
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叶小榕1, 邵晴2
作者信息
    1. 中国科学技术信息研究所, 北京 100038;
    2. 北龙中网(北京)科技有限责任公司, 北京 100190
作者简介:
叶小榕,高级工程师,研究方向为计算机软件、数字图书馆,电子信箱:yeelfine@sina.com
A mobile library recommendation system based on Internet of Things and indoor location
  • YE Xiaorong1, SHAO Qing2
  • Affiliations
      1. Institute of Scientific and Technical Information of China, Beijing 100038, China;
      2. KNET Co., Ltd., Beijing 100190, China
    出版时间: 2016-12-13 doi: 10.3981/j.issn.1000-7857.2016.23.014
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    收藏切换
    为利用物联网和室内定位等新技术的优势,并充分利用图书馆的特点,设计开发了结合物联网和室内定位的手机图书馆推荐系统。借助物联网中的近场通信(NFC)搜集了系统数据;利用Mahout和Redis实现了基于物品的协同过滤推荐和基于热点的推荐,并将2种推荐的结果混合推荐计算得到推荐图书列表;利用位置指纹定位法得到读者的实时位置,以此向读者推送推荐结果,同时根据用户的反馈优化推荐结果。通过这些优化和改进,可使图书馆更好地为读者服务。
    物联网  /  NFC  /  室内定位  /  推荐系统
    In order to take the advantages of new technology such as the Internet of Things and the indoor location, and make full use of the characteristics of library, a mobile library recommendation system is designed and developed. System data is collected by using the NFC in the Internet of Things. Then, the item-based collaborative filtering recommendation and the hot recommendation, which respectively use Mahout and Redis, are mixed and weighted to get a list of recommended books. The position of the reader is obtained by the position fingerprint location method. Accordingly, a mixed recommendation result is presented to the reader. At the same time reader's feedback is designed to optimize the recommendation, therefore, the recommendation system can better serve the reader.
    Internet of Things  /  NFC  /  indoor location  /  recommendation system
    叶小榕, 邵晴. 结合物联网和室内定位的手机图书馆推荐系统. 科技导报, 2016 , 34 (23) : 127 -136 . DOI: 10.3981/j.issn.1000-7857.2016.23.014
    YE Xiaorong, SHAO Qing. A mobile library recommendation system based on Internet of Things and indoor location[J]. Science & Technology Review, 2016 , 34 (23) : 127 -136 . DOI: 10.3981/j.issn.1000-7857.2016.23.014

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    doi: 10.3981/j.issn.1000-7857.2016.23.014
    • 接收时间:2016-09-19
    • 首发时间:2016-12-28
    • 出版时间:2016-12-13
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    • 收稿日期:2016-09-19
    • 修回日期:2016-10-13
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    2种不同金属材料的力学参数

    Family
    属数
    Number of
    genus
    种数
    Number of
    species
    占总种数比例
    Percentage of
    total species (%)

    Genus
    种数
    Number of
    species
    占总种数比例
    Percentage of total
    species (%)
    鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
    小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
    多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
    红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
    小菇属 Mycena 11 5.26
    光柄菇属 Pluteus 5 2.39
    红菇属 Russula 17 8.13
    栓菌属 Trametes 5 2.39
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