Please wait a minute...
Data Analysis and Knowledge Discovery  2018, Vol. 2 Issue (7): 101-111    DOI: 10.11925/infotech.2096-3467.2017.1160
Current Issue | Archive | Adv Search |
Multidimensional Information Acceptance Contexts of Mobile Library
Bi Datian1, Wang Fu2()
1School of Management, Jilin University, Changchun 130022, China
2Inner Mongolia University of Technology Library, Hohhot 010051, China
Download: PDF (656 KB)   HTML ( 1
Export: BibTeX | EndNote (RIS)      

[Objective] This paper helps the library’s mobile app provide contents based on the users’ actual locations and their expectations, which are the key issues facing mobile service innovation. [Methods] First, we proposed the concept of information acceptance entropy based on the theory of information entropy and context entropy. Then, we constructed a generalized component distribution probability model for the information acceptance entropy with the help of entropy energy distribution theory. Finally, we examined our model with the academic libraries in China’s Liaoning, Jilin and Henan provinces. [Results] We wrote new algorithms with Matlab and used the Likert scale to evaluate the users’ perception and experience. The new model successfully calculated and simulated the information acceptance entropy of different scenes. We found that switching the scenes in time and increasing relevant contents will improve user’s experience. [Limitations] The sample size needs to be expanded to improve the accuracy of simulation. [Conclusions] The proposed model could compare and predict the multidimensional information acceptance entropy of different locations.

Key wordsMobile Scene      Contextual Sequence      Context Entropy      Context Adaptation      Acceptance Simulation     
Received: 20 November 2017      Published: 15 August 2018
ZTFLH:  350.7  

Cite this article:

Bi Datian,Wang Fu. Multidimensional Information Acceptance Contexts of Mobile Library. Data Analysis and Knowledge Discovery, 2018, 2(7): 101-111.

URL:     OR

情境因子类型 情境因子实例 情境因子状态指标
场景因子(H) 搜索 餐厅、需求、搜索
情境因子(A) 情境资源 资源、技术、服务
适配因子(E) 个性标准适配 位置、场景
因子 因子名称 因子状态 因子属性值
当前场景(ir) 中午就餐 用时约30分
当前需求(rt) 短消息新闻 需要1-2短新闻/消息
资源准确(zq) 休闲新闻 1-3个休闲新闻
移动定位(dw) 个性推送 感知位置且精准推送
位置准确(zq) 定位准确 场景动态推送
场景个性(gx) 场景关联 关联用场景特征
此前场景 此时场景 此后场景
状态 定量值 状态 定量值 状态 定量值
h1 教室 12 餐厅 12.5 宿舍 13
h2 上课 0 新闻 3 午休 0
此前场景 此时场景 此后场景
状态 定量值 状态 定量值 状态 定量值
a1 无需 0 短娱乐 3 无需 0
a2 上课 10 定位 10 午休 10
此前场景 此时场景 此后场景
状态 定量值 状态 定量值 状态 定量值
e1 无需 10 定位精准 10 无需 10
场景切换 正常场景切换 提前切换增加情境量 提前切换不增情境量
组分分布概率值 多维信息接受熵值 组分分布概率值 多维信息接受熵值 组分分布概率值 多维信息接受熵值
此前场景 0.08 -0.18416 0.07 -0.16114 0.08 -0.18416
此时场景 0.68 -0.58752 0.72 -0.69192 0.68 -0.58752
此后场景 0.24 -0.08664361 0.21 -0.07581 0.24 -0.08664361
[1] Mei H, Van Beijnum B, Pawar P, et al.A*-Based Task Assignment Algorithm for Context-Aware Mobile Patient Monitoring Systems[C]//Proceedings of IEEE International Conference on Embedded and Real-Time Computing Systems and Applications,Beijing, China. IEEE, 2009: 245-254.
[2] Thyagaraju G S, Kulkarni U P.Design and Implementation of User Context Aware Recommendation Engine for Mobile Using Bayesian Network, Fuzzy Logic and Rule Base[J]. International Journal of Pervasive Computing & Communications, 2012, 8(2): 133-157.
[3] Narwal N, Sharma S K, Singh A P.Entropy Based Content Filtering for Mobile Web Page Adaptation[C]// Proceedings of International Symposium on Women in Computing and Informatics. New York, NY, USA.ACM, 2015: 588-594.
[4] 王彬. 熵与信息[M]. 西安: 西北工业大学出版社, 1994.
[4] (Wang Bin.Entropy and Information[M]. Xi’an: Northwestern Polytechnical University Press, 1994.)
[5] Núñez J A, Cincotta P M, Wachlin F C.Information Entropy[J]. Celestial Mechanics & Dynamical Astronomy, 1996, 64(1-2): 43-53.
[6] Fuchs G, Subbaraman V, Multrus M.Efficient Context Adaptive Entropy Coding for Real-Time Applications[C]// Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing, Prague, Czech Republic. IEEE, 2011: 493-496
[7] 杨娜. 非常规突发事件情景——应对的多维情景及其熵研究[D]. 秦皇岛: 燕山大学, 2014.
[7] (Yang Na.Research of Unconventional Emergency Scenarios —— Response with Multi-Dimensional Scenarios and Entropy[D]. Qinhuangdao: Yanshan University, 2014.)
[8] Barr G E, Dunn E.A Working Definition of Scenario and a Method of Scenario Construction[R]. Office of Scientific & Technical Information Technical Reports, 1992: 1093-1098.
[9] Li Y, Ning A, Huang D, et al.Scenario Analysis of Mobile GI Services[C]//Proceedings of International Conference on Management and Service Science, Wuhan, China. IEEE, 2009: 1-4.
[10] Liu L, Yu E.Designing Information Systems in Social Context: A Goal and Scenario Modelling Approach[J]. Information Systems, 2004, 29(2): 187-203.
doi: 10.1016/S0306-4379(03)00052-8
[11] 彭兰. 场景:移动时代媒体的新要素[J]. 新闻记者, 2015(3): 20-27.
[11] (Peng Lan.Scene: New Elements of Media in Mobile Era[J]. Journalism Review, 2015(3): 20-27.)
[12] 王东波. 图书馆场景服务的要素分析与内容实现[J]. 图书馆学研究, 2017(1): 60-64.
[12] (Wang Dongbo.Factor Analysis and Content Implementation of Library Scene Service[J]. Research on Library Science, 2017(1): 60-64.)
[13] Wang Y, Min Q, Han S.Understanding the Effects of Trust and Risk on Individual Behavior Toward Social Media Platforms: A Meta-Analysis of the Empirical Evidence[J]. Computers in Human Behavior, 2016, 56(C): 34-44.
doi: 10.1016/j.chb.2015.11.011
[14] 毕强. 情报接受论[M]. 长春: 东北师范大学出版社, 1994.
[14] (Bi Qiang.Information Acceptance Theory[M]. Changchun: Northeast Normal University Press, 1994.)
[15] Padilla-Meléndez A, del Aguila-Obra A R D, Garrido-Moreno A. Perceived Playfulness, Gender Differences and Technology Acceptance Model in a Blended Learning Scenario[J]. Computers & Education, 2013, 63(1): 306-317.
[16] 王福. 移动图书馆信息接受情境对用户信息行为的作用机理研究[J]. 国家图书馆学刊, 2018, 27(1): 19-30.
[16] (Wang Fu.Research on the Interaction Mechanism Between the Context of Information Acceptance and User Information Behavior in Mobile Library[J]. Journal of the National Library of China, 2018, 27(1): 19-30.)
[17] 约书亚·梅罗维茨. 消失的地域[M]. 北京: 清华大学出版社, 2002.
[17] (Meyrowitz J.No Sense of Place: The Impact of Electronic Media on Social Behavior[M]. Beijing: Tsinghua University Press, 2002.)
[18] 娜仁娜. 探寻梅罗维茨学术思想的理论源头[J]. 中国传媒科技, 2014(8): 14-15.
doi: 10.3969/j.issn.1671-0134.2014.08.010
[18] (NaRenNa. Explore the Theory Source of Meyrowitz’s Academic Thought[J]. Science & Technology for China’s Mass Media, 2014(8): 14-15.)
doi: 10.3969/j.issn.1671-0134.2014.08.010
[19] Ohana K, Fujii S.Difference of Information Seeking Behaviour Depending on Situations When People Judge Acceptance of a Public Project: Waste Dump Construction Project as a Theme[J]. Journal of Human Environmental Studies, 2016, 14(1): 3-8.
doi: 10.4189/shes.14.3
[20] Ghobakhloo M, Tang S H, Zulkifli N.Adoption of Mobile Commerce: The Impact of End User Satisfaction on System Acceptance[J]. International Journal of E-Services and Mobile Applications (IJESMA), 2013, 5(1): 26-50.
doi: 10.4018/IJESMA
[21] Renesse R D, Khengar P, Friderikos V, et al.Quality of Service Adaptation in Mobile Ad Hoc Networks[J]. International Journal of Sensor Networks, 2009, 4(4): 238-249.
doi: 10.1504/IJSNET.2008.022708
[22] 靳佳丽. 高校图书馆新媒体服务质量评价研究[D]. 郑州:郑州大学, 2016.
[22] (Jin Jiali.Research on Quality Evaluation of New Media Service in Academic Library[D]. Zhengzhou:Zhengzhou University, 2016.)
[23] 燠契. 基于用户体验的高校移动图书馆界面设计研究——以重庆大学移动图书馆为例[D]. 重庆: 重庆大学, 2016.
[23] (Yu Qi.An Research on Mobile Library Interface Design Based on User Experience——Taking the Mobile Library of Chongqing University as An Example[D]. Chongqing: Chongqing University, 2016.)
[24] 王福, 成琳, 彭正玲. 移动图书馆信息接受要素及其场景化关系构建[J]. 现代情报, 2017, 37(9): 61-67.
[24] (Wang Fu, Cheng Lin, Peng Zhengling.Context Relation Construction of the Factor for Information Acceptance in Mobile Library[J]. Journal of Modern Information, 2017, 37(9): 61-67.)
[25] 马卓. 数字图书馆微服务情境交互功能评估研究[D]. 长春: 吉林大学, 2017.
[25] (Ma Zhuo.Research on Interactive Function Evaluation of Digital Library Micro Service Context [D]. Changchun: Jilin University, 2017.)
[26] 毕强, 王福. 移动图书馆场景化信息接受创新路径研究[J].情报理论与实践, 2018, 41(6): 1-7.
[26] (Bi Qiang, Wang Fu.Research on Innovation Path of Scenario-based Information Acceptance in Mobile Library[J]. Information Studies: Theory & Application, 2018, 41(6): 1-7.)
[27] 王福. 移动图书馆信息接受情境计算模式及其细化研究[J]. 图书馆, 2017(7): 99-105, 111.
[27] (Wang Fu.Research on the Refinement of Information Acceptance Context Computational Model in Mobile Library[J]. Library, 2017(7): 99-105, 111.)
[28] 王福, 毕强. 移动图书馆场景化信息接受情境重组研究[J]. 图书馆建设, 2017(12): 39-45.
[28] (Wang Fu, Bi Qiang.Study on Situation Recombination of Mobile Library Scene Information Acceptance[J]. Library Development, 2017(12): 39-45.)
[29] 孙怡, 鲁耀斌, 魏国基. 社交氛围对朋友群组成员的购买意愿和行为的影响[J]. 管理学报, 2016, 13(9): 1392-1399.
doi: 10.3969/j.issn.1672-884x.2016.09.015
[29] (Sun Yi, Lu Yaobin, Wei Kwok Kee.Social Commerce: The Impact of Social Climate on Friendship Group Members’ Purchase Intention and Behavior[J]. Chinese Journal of Management, 2016, 13(9): 1392-1399.)
doi: 10.3969/j.issn.1672-884x.2016.09.015
[30] 王福. 移动图书馆信息接受情境功能适配性机理模型构建研究[J]. 情报理论与实践, 2017, 40(9): 61-66.
doi: 10.16353/j.cnki.1000-7490.2017.09.012
[30] (Wang Fu.Construction of the Mechanism Model of Information Acceptance Context Adaptation for Mobile Library[J]. Information Studies: Theory & Application, 2017, 40(9): 61-66.)
doi: 10.16353/j.cnki.1000-7490.2017.09.012
[31] 陈业华, 杨娜, 宋之杰. 非常规突发事件情景-应对的多维情景熵研究[J]. 数学的实践与认识, 2015, 45(12): 1-13.
[31] (Chen Yehua, Yang Na, Song Zhijie.Research on Unconventional Emergency Scenario-Response Multidimensional Scenario Entropy[J]. Mathematics in Practice and Theory, 2015, 45(12): 1-13.)
[32] 吴丹, 袁方. 基于GPS定位的步行导航用户分心研究[J].数据分析与知识发现, 2017, 1(5): 32-41.
[32] (Wu Dan, Yuan Fang.Studying User Distractions with GPS Based Pedestrian Navigation System[J]. Data Analysis and Knowledge Discovery, 2017, 1(5): 32-41.)
[33] Rödder W, Brenner D, Kulmann F.Entropy Based Evaluation of Net Structures-Deployed in Social Network Analysis[J]. Expert Systems with Applications, 2014, 41(17): 7968-7979.
doi: 10.1016/j.eswa.2014.06.049
[34] Brittin W, Gamow G.Negative Entropy and Photosynthesis[J]. Proceedings of the National Academy of Sciences of the United States of America, 1961, 47(5): 724-727.
doi: 10.1073/pnas.47.5.724
[1] Xiuxian Wen,Jian Xu. Research on Product Characteristics Extraction and Hedonic Price Based on User Comments[J]. 数据分析与知识发现, 2019, 3(7): 42-51.
[2] Bi Datian,Wang Fu,Xu Pengcheng. Analyzing Mobile Library Users and Recommending Services with VSM[J]. 数据分析与知识发现, 2018, 2(9): 100-108.
[3] Bi Qiang, Zhou Shanshan, Ma Zhiqiang, Teng Guangqing. Study on Optimization Mechanism of Tag Cloud for Knowledge Relation[J]. 现代图书情报技术, 2014, 30(5): 33-40.
[4] Teng Guangqing, Bi Datian, Ren Jing, Chen Xiaomei. Study on Semantic Closeness of User Tags in Folksonomy[J]. 现代图书情报技术, 2013, (12): 48-54.
[5] Zhu Hengmin, Jia Danhua, Huang Zhenqi, Wang Chunhui. Study on Instance Learning Method of Internet User Preference Ontology[J]. 现代图书情报技术, 2013, 29(7/8): 43-48.
[6] Li Shengqing, Cai Guoyong. Study on Network Evolution and Knowledge Dissemination of Scientific Collaboration Network in the Field of Complex Networks[J]. 现代图书情报技术, 2013, (5): 64-72.
[7] Wang Lin, Zhao Yang, Shi Kan. Perception of Implementation Intention Law on Micro-blog Public Opinion: A Comparative Experimental Study[J]. 现代图书情报技术, 2013, (5): 73-79.
[8] Liu Yuanyuan, Li Chunwang. Study on the Reference Service with Linked Model[J]. 现代图书情报技术, 2012, (12): 15-20.
[9] Zhou Shujun,Ma Jing,Zhu Hengmin. Information of Defense Products Search System Based on Ontology[J]. 现代图书情报技术, 2008, 24(11): 40-43.
[10] Zhou Ning,Wang Miao. Research on Special Domain Oriented Knowledge Management Model Based on MUDs[J]. 现代图书情报技术, 2008, 24(5): 33-38.
[11] Ma Jing,Xie Juanna,Hou Junjie. Study on OWL-based Construction Method of Defense Products and Organizations Ontology[J]. 现代图书情报技术, 2007, 2(7): 14-17.
[12] Wang Xiaomei,Wu Qingqiang,Han Tao. Practice of Integration for the Intelligent Analysis Platform[J]. 现代图书情报技术, 2007, 2(7): 54-58.
[13] Chen Zuqin,Zheng Hong . Citation Analysis System of China Database Based  on Meta-search Engine[J]. 现代图书情报技术, 2006, 1(11): 65-68.
[14] Deng Shangmin,Sun Yuwei . A Survey on Information Extraction System[J]. 现代图书情报技术, 2006, 1(3): 55-58.
[15] Wang Zixi,Ma Lei . The Visualization of the Semantic Relation in Chinese Thesaurus[J]. 现代图书情报技术, 2006, 1(3): 86-88.
  Copyright © 2016 Data Analysis and Knowledge Discovery   Tel/Fax:(010)82626611-6626,82624938