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Application analysis of AI reasoning engine in microblog culture industry

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Abstract

In the face of the huge Weibo user base, the key factor is to attract more users with the humanized user experience. By applying the artificial intelligence reasoning engine to the search of microblog data, the keywords used by users can be collected and the interested information can be recommended to users immediately. This paper aimed at the Weibo culture industry demand for artificial intelligence reasoning engine is analyzed, then the artificial intelligence search engine related concept and the classification and the characteristics of Weibo data are introduced, discussed the system structure form of artificial intelligence reasoning engine, from the system function, the system level, system management, and maintenance of the specific content of three aspects of system design, choosing the way of the crawler to get data. Through the test of system performance, it is concluded that the artificial intelligence reasoning system can be well coupled with the microblog culture industry and will bring users a new humanized experience on the Internet.

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References

  1. Chen Y-W,Lo Y-J (2012) Decompose the model of value creation for cultural and creative industry from industrial characteristics[P]. Technology Management for Emerging Technologies (PICMET), 2012 Proceedings of PICMET ‘12

  2. Chen Y-W (2012) Value creation in cultural and creative industry[P]. Software Engineering and Service Science (ICSESS), 2012 IEEE 3rd International Conference on

  3. Feng K-H, Fang S-C, Tai SC, Lai W-S (2014) How public-private partnerships co-create value: the case of cultural and creative industry[P]. Management of Engineering & Technology (PICMET), 2014 Portland International Conference on

  4. YAGI Ryota (2012) The availability of configuration approach in organizational study of cultural industry (The Frontiers of Business System Research)[J]. J Inf Manag, 33(2)

  5. Fan Z, Zhang X Cluster-based supply chain study of cultural creative industry[P]. e-Business and Information System Security (EBISS), 2010 2nd International Conference on,2010

  6. Liu C, Xiao F On evaluation of intellectual property of cultural and creative industry based on evolutionary economics[P]. Management and Service Science (MASS), 2010 International Conference on,2010

  7. Fleury AL, Garbulho GS (2013) Som Da Cidade: A reflection on the contribution of user-centered design tools in projects for the cultural industry[P]

  8. Yang C-H Evaluating the relation between cultural capital and creative industry development by grey relation analysis: comparable study of creative cities in Taiwan and Mainland China[P]. Management of Engineering & Technology (PICMET), 2014 Portland International Conference on,2014.

  9. Chung Yi-Tzu Chung, Cheng-Ter Ho. According to the national cultural differences between foreign labor management systems explore establishment in the industry to the Vietnamese labor as an example[P]. Computer, Consumer and Control (IS3C), 2014 International Symposium on,2014

  10. Hayat F, Ali S, Ehsan N, Akhtar A, Bashir MA, Mirza E Requirement elicitation barriers to software industry of Pakistan (impact of cultural and soft issues)[P]. Management of Innovation and Technology (ICMIT), 2010 IEEE International Conference on,2010

  11. Zhao W, Pu L, Ni X, Cao Z The sustainable development problems research of Dongping County’s cultural tourism industry[P]. Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on,2011

  12. Chi Mei C, Tai Shan H, Kuang Chieh C Soft infrastructure as a new potential for urban development in Taipei City[P]. Multimedia Technology (ICMT), 2011 International Conference on,2011

  13. Lu X Research on the cultural creative industry’s development strategy in Henan Province[P]. Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on,2011

  14. Yan D The framework and tendency of world cultural industry under globalization[P]. e-Education, Entertainment and e-Management (ICEEE), 2011 International Conference on,2011

  15. Lin R, Chen C-L Constructing service innovation model for cultural and creative industries - a case study of NTUA Cultural and Creative Industry Park[P]. Information Management, Innovation Management and Industrial Engineering (ICIII), 2011 International Conference on,2011

  16. Khan S, Khan IA, Ghani K Software professionals job satisfaction: a Pakistani cultural context[P]. Systems and Informatics (ICSAI), 2012 International Conference on,2012

  17. Li Z, Zhang R The association rule mining on a survey data for culture industry[P]. Systems and Informatics (ICSAI), 2012 International Conference on,2012

  18. Simard I, Luck D, Mottron L, Zeffiro TA, Soulières I Autistic fluid intelligence: increased reliance on visual functional connectivity with diminished modulation of coupling by task difficulty[J]. NeuroImage: Clinical,2015,9(C)

  19. Daws RE, Hampshire A (2017) The negative relationship between reasoning and religiosity is underpinned by a bias for intuitive responses specifically when intuition and logic are in conflict[J]. Front Psychol,8

  20. Vakhtin AA, Ryman SG, Flores RA, Jung RE (2014) Functional brain networks contributing to the parieto-frontal integration theory of intelligence[J]. NeuroImage,103

    Article  Google Scholar 

  21. Vakhtin Andrei A, Ryman Sephira G, Flores Ranee A, Jung Rex E (2014) Functional brain networks contributing to the parieto-frontal integration theory of intelligence.[J]. NeuroImage,103

    Article  Google Scholar 

  22. Liefferinge SV, Smith RA, Carlson T, Holt E, Covington MA, Potter WD The ARC Project: reasoning about representations of Gothic cathedrals with artificial intelligence[P]. Information Visualisation (IV), 2012 16th International Conference on Information Visualisation. IEEE Computer Society, 2012

  23. Bernardos AM, Tarrio P, Casar JR CASanDRA: A framework to provide context acquisition services and reasoning algorithms for ambient intelligence applications[P]. Parallel and Distributed Computing, Applications and Technologies, 2009 International Conference on,2009.

  24. Wei S, Yalin W Formulating strategies for stakeholder management: a case-based reasoning approach[P]. Wireless Communications, Networking and Mobile Computing, 2008. WiCOM ‘08. 4th International Conference on,2008

  25. Yongqian Z, Shuli L A case-based reasoning approach to develop open machining intelligence database system[P]. Service Operations and Logistics, and Informatics, 2008. IEEE/SOLI 2008. IEEE International Conference on,2008

  26. Viterbo J, Endler M Decentralized reasoning in ambient intelligence[P]. Software Engineering Workshop (SEW), 2009 33rd Annual IEEE,2009

  27. Wang C-S, Yeh C-C, Li C-Y Intelligence traveling schedule recommender based on commonsense reasoning algorithm[P]. Computer and Communication Engineering (ICCCE), 2010 International Conference on,2010

  28. Hu DH, Wang Y, Wang C-L BetterLife 2.0: Large-scale social intelligence reasoning on cloud[P]. Cloud Computing Technology and Science (CloudCom), 2010 IEEE Second International Conference on,2010

  29. Papatheodorou C, Antoniou G, Bikakis A On the deployment of contextual reasoning in ambient intelligence environments[P]. Intelligent Environments (IE), 2010 Sixth International Conference on,2010

  30. Dong S, Li A Negotiation model based on artificial intelligence in the E-commerce[P]. Information Science and Engineering (ISISE), 2010 International Symposium on,2010

  31. Pan X Research on an intelligence Q/A expert system based on the Bayesian reasoning mechanism[P]. Digital Manufacturing and Automation (ICDMA), 2011 Second International Conference on,2011

  32. Oberauer K, Heinz-Martin S, Wilhelm O, Wittmann WW (2008) Which working memory functions predict intelligence[J]. Intelligence:36(6)

  33. Fu L-p, Song J-s, He Y-j An empirical research of cultural industry competitiveness of Tianjin based on gray-fuzzy comprehensive assessment[P]. Industrial Engineering and Engineering Management (IE&EM), 2011 IEEE 18Th International Conference on,2011.

  34. Yanghua P, Huan L Analysis on the measures of improving the efficiency of the industrialized development of traditional cultural resources[P]. Business Management and Electronic Information (BMEI), 2011 International Conference on,2011

  35. Yan S, Zhu Y, Zhang Q, Wang Q, Ni M, Xie G A case study of CPNS intelligence: provenance reasoning over tracing cross contamination in food supply chain[P]. Distributed Computing Systems Workshops (ICDCSW), 2012 32nd International Conference on,2012

  36. Fujita H (2013) Knowledge-based cybernetics in decision support system based on subjective emotional intelligence[P]

  37. Gui Y, Pan Q, Jiao L, Yang F (2013) A multi-source intelligence fusion methodology for early-warning system based on evidential reasoning algorithm[P]

  38. Dey L,Sameera Bharadwaja H,Bhat S (2012) An ontology-based mining of consumer feedbacks using fuzzy reasoning[P]

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Funding

The study was financially supported by the Primary Research & Development Plan of Jiangxi Province (No. 20181ACE50033), the 13th Five-Year Plan of National Educational Science (No. BIA180187), the Jiangxi Province Social Science Planning Project of China (No. 18YJ28), the Science and Technology Innovation Platform Project of Jiangxi Province (No. 20181BCD40005), and the Major Discipline Academic and Technical Leader Training Plan Project of Jiangxi Province (No.20172BCB22030).

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Correspondence to Xuan Huang.

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Huang, X. Application analysis of AI reasoning engine in microblog culture industry. Pers Ubiquit Comput 24, 393–403 (2020). https://doi.org/10.1007/s00779-019-01338-6

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