Journal of Mechanical Engineering ›› 2023, Vol. 59 ›› Issue (11): 1-15.doi: 10.3901/JME.2023.11.001
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LUO Shijian1, GONG Hebo1, LIN Wei2
Received:
2022-03-25
Revised:
2022-12-10
Online:
2023-06-05
Published:
2023-07-19
CLC Number:
LUO Shijian, GONG Hebo, LIN Wei. Status and Progress of Intelligent Products Interaction Design[J]. Journal of Mechanical Engineering, 2023, 59(11): 1-15.
[1] LEITÃO P,RODRIGUES N,BARBOSA J,et al. Intelligent products:The grace experience[J]. Control Engineering Practice,2015,42:95-105. [2] RIEL A,KREINER C,MACHER G,et al. Integrated design for tackling safety and security challenges of smart products and digital manufacturing[J]. CIRP annals,2017,66(1) :177-180. [3] 李洪阳,魏慕恒,黄洁,等. 信息物理系统技术综述[J]. 自动化学报, 2019, 45(1):37-50. LI Hongyang,WEI Muheng,HUANG Jie,et al. Survey on cyber-physical systems[J]. ACTA Automatica Sinica,2019,45(1):37-50. [4] SHAFIQUE K,KHAWAJA B A,SABIR F,et al. Internet of things (IoT) for next-generation smart systems:a review of current challenges,future trends and prospects for emerging 5G-IoT scenarios[J]. IEEE Access,2020,8:23022-23040. [5] MITTAL S,KHAN M A,ROMERO D,et al. Smart manufacturing:characteristics,technologies and enabling factors[J]. Proceedings of the Institution of Mechanical Engineers, Part B:Journal of Engineering Manufacture,2019,233(5):1342-1361. [6] YIN S,KAYNAK O. Big data for modern industry:Challenges and trends [point of view][J]. Proceedings of the IEEE,IEEE,2015,103(2):143-146. [7] GUILLÉN A,HERRERA L J,POMARES H,et al. Decision support system to determine intention to use mobile payment systems on social networks:A methodological analysis[J]. International Journal of Intelligent Systems,2016,31(2):153-172. [8] RIJSDIJK S A,HULTINK E J. How today’s consumers perceive tomorrow's smart products[J]. Journal of Product Innovation Management, 2009, 26(1):24-42. [9] MCFARLANE D,SARMA S,CHIRN J L,et al. Auto ID systems and intelligent manufacturing control[J]. Engineering Applications of Artificial Intelligence,2003,16(4) :365-376. [10] VENTÄ O (ed). Intelligent products and systems. technology theme [M]. Espoo:VTT Technical Research Centre of Finland,2007. [11] KIRITSIS D. Closed-loop PLM for intelligent products in the era of the internet of things[J]. Computer-Aided Design,2011,43(5):479-501. [12] RIJSDIJK S A,HULTINK E J,DIAMANTOPOULOS A. Product intelligence:Its conceptualization,measurement and impact on consumer satisfaction[J]. Journal of the Academy of Marketing Science,2007,35(3):340-356. [13] MEYER G G, FRÄMLING K, HOLMSTRÖM J. Intelligent products:A survey [J]. Computers in industry,2009,60(3):137-148. [14] WUEST T,SCHMIDT T,WEI W,et al. Towards (pro-)active intelligent products[J]. International Journal of Product Lifecycle Management, 2018, 11(2) :154-189. [15] DIX A,FINLAY J,ABOWD G D,et al. Human-computer interaction[M]. Harlow:Pearson Education,2003. [16] 罗仕鉴,李文杰. 产品族设计DNA[M]. 北京:中国建筑工业出版社,2016. LUO Shijian,LI Wenjie. Product family design DNA[M]. Beijing:China Architecture & Building Press,2016. [17] NIELSEN J. Enhancing the explanatory power of usability heuristics[C]// Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. 1994:152-158. [18] LUO S. Status and progress of product shape bionic design[J]. Journal of Mechanical Engineering,2018,54(21):138. [19] 胡洁,陈斌. 创新设计中的源泉、机制和评价问题研究综述[J]. 包装工程,2020,41(18):60-70. HU Jie,CHEN Bin. Source,operating mechanism,and evaluation of innovative design[J]. Packaging Engineering,2020,41(18):60-70. [20] PANDAY H,BHATTACHARYA B. Fusion of TRIZ and axiomatic design principles:An investigation in scalability of system design processes to contemporary design frameworks[C]// Chakrabarti A. Research into Design for a Connected World. Singapore:Springer Singapore,2019:99-108. [21] RAUCH E,SPENA P R,MATT D T. Axiomatic design guidelines for the design of flexible and agile manufacturing and assembly systems for SMEs[J]. International Journal on Interactive Design and Manufacturing (IJIDeM),Springer,2019,13(1):1-22. [22] 石元伍,齐廉恒美. 基于AD与TRIZ的病区巡护机器人功能集成设计[J]. 设计,2019,32(8):131-133. SHI Yuanwu,QI Lianhengmei. Functional integation design of patrol robot based on AD and TRIZ[J]. Design,2019,32(8):131-133. [23] 侯亮,唐任仲,徐燕申. 产品模块化设计理论、技术与应用研究进展[J]. 机械工程学报,2004(1):56-61. HOU Liang,TANG Renzhong,XU Yanshen. Review of theory,key technologies and application of modular product design[J]. Chinese Journal of Mechanical Engineering,2004(1):56-61. [24] 王宏安,田丰,范向民. 人工智能,智能人机交互[M]. 北京:电子工业出版社,2020. WANG Hongan,TIAN Feng,FAN Xiangmin. Artificial intelligence,intelligent human-computer interaction[M]. Beijing:Publishing House of Electronics Industry,2020. [25] 袁庆曙,王若楠,潘志庚,等. 空间增强现实中的人机交互技术综述[J]. 计算机辅助设计与图形学学报,2021,33(3):321-332. YUAN Qingshu,WANG Ruonan,PAN Zhigeng,et al. A survey on human-computer interaction in spatial augmented reality[J]. Journal of Computer-Aided Design & Computer Graphics,2021,33(3):321-332. [26] 叶帅男,储向童,巫英才. 沉浸式可视化综述[J]. 计算机辅助设计与图形学学报,2021,33(4):497-507. YE Shuainan,CHU Xiangtong ,WU Yingcai. A survey on immersive visualization[J]. Journal of Computer-Aided Design & Computer Graphics,2021,33(4):497-507. [27] ALTSHULLER G. 40 principles:TRIZ keys to innovation[M]. Worcester:Technical Innovation Center,2002. [28] 张鹏,冯浩,杨通达,等. 数字孪生与TRIZ集成迭代参数演化创新设计过程模型[J]. 计算机集成制造系统,2019,25(6):1361-1370. ZHANG Peng,FENG Hao,YANG Tongda,et al. Innovative design process model of TRIZ and digital twin integration iterative evolution based on parameter deduction.[J]. Computer Integrated Manufacturing Systems,2019,25(6):1361-1370. [29] WU C,ZHOU Y,PESSÔA M V P,et al. Conceptual digital twin modeling based on an integrated five-dimensional framework and TRIZ function model[J]. Journal of Manufacturing Systems,2021,58:79-93. [30] 檀润华. 批量“创新工程师-发明”模式下的C-TRIZ新发展[J]. 工业技术经济,2021,40(9):3-11. TAN Runhua. The further development of C-TRIZ under the pattern of mass “Innovative Engineer-Invention”[J]. Journal of Industrial Technological Economics,2021,40(9):3-11. [31] CHERIFI A,GARDONI M. TRIZ in ecodesign:An alternative in the choice of environmental solutions without pollution transfer[C]// Strasbourg,France:2018. [32] LIU L,CAVALLUCCI D,LI Y. A Multi-perspective and multi-level based approach to organize and represent inventive knowledge[C]// New Opportunities for Innovation Breakthroughs for Developing Countries and Emerging Economies:19th International TRIZ Future Conference, TFC 2019, Marrakesh, Morocco, Proceedings 19. Springer International Publishing, 2019:228-239. [33] WU Y,ZHOU F,KONG J. Innovative design approach for product design based on TRIZ,AD,fuzzy and Grey relational analysis[J]. Computers & Industrial Engineering,2020,140:106276. [34] SUH N P. The principles of design[M]. New York:Oxford University Press,1990. [35] KUMAR P,TANDON P. A paradigm for customer-driven product design approach using extended axiomatic design[J]. Journal of Intelligent Manufacturing,2019,30(2):589-603. [36] AYDOĞAN S,GÜNAY E E,AKAY D,et al. Concept design evaluation by using Z-axiomatic design[J]. Computers in Industry,2020,122:103278. [37] GUALTIERI L,RAUCH E,ROJAS R,et al. Application of axiomatic design for the design of a safe collaborative human-robot assembly workplace[C]// MATEC Web of Conferences. EDP Sciences,2018,223:01003. [38] PADALA S P. Application of axiomatic design and design structure matrix for early identification of changes in construction projects[J]. Journal of The Institution of Engineers (India):Series A,2022:1-15. [39] FARID A M,RIBEIRO L. An axiomatic design of a multiagent reconfigurable mechatronic system architecture[J]. IEEE Transactions on Industrial Informatics,IEEE,2015,11(5):1142-1155. [40] 王昊琪,张旭,唐承统. 复杂工程系统下基于模型的公理化设计方法[J]. 机械工程学报,2018,54(7):184-198. WANG Haoqi,ZHANG Xu ,TANG Chengtong. Model-based axiomatic design approach for complex engineering systems[J]. Journal of Mechanical Engineering,2018,54(7):184-198. [41] GAUSS L,LACERDA D P,MIGUEL P A C. Module-based product family design:Systematic literature review and meta-synthesis[J]. Journal of Intelligent Manufacturing,Springer,2021,32(1):265-312. [42] SALIBA M A,AZZOPARDI S,PACE C,et al. A heuristic approach to module synthesis in the design of reconfigurable manufacturing systems[J]. The International Journal of Advanced Manufacturing Technology,2019,102(9):4337-4359. [43] SONEGO M,ECHEVESTE M E S, DEBARBA H G. The role of modularity in sustainable design:A systematic review[J]. Journal of Cleaner Production,2018,176:196-209. [44] 张海燕,侯力,罗岚,等. 变双曲圆弧齿线圆柱齿轮专用机床的模块化设计[J]. 机械工程学报,2021,57(3):77-86. ZHANG Haiyan,HOU Li ,LUO Lan,et al. Modular design for machine tools of variable hyperbolic circular-arc-tooth-trace cylindrical gear[J]. Journal of Mechanical Engineering,2021,57(3):77-86. [45] 罗仕鉴,朱上上,冯骋. 面向工业设计的产品族设计DNA[J]. 机械工程学报,2008(7):123-128. LUO Shijian ,ZHU Shangshang,FENG Cheng. Product family design DNA in industriral design[J]. Journal of Mechanical Engineering,2008(7):123-128. [46] 朱上上,罗仕鉴,应放天,等. 支持产品视觉识别的产品族设计DNA[J]. 浙江大学学报(工学版),2010,44(4):715-721. ZHU Shangshang,LUO Shijian,YING Fangtian,et al. Product family design DNA for product visual identity[J]. Journal of Zhejiang University (Engineering Science),2010,44(4):715-721. [47] 傅业焘,罗仕鉴. 面向风格意象的产品族外形基因设计[J]. 计算机集成制造系统,2012,18(3):449-457. FU Yetao,LUO Shijian. Style perception-oriented product family shape gene design[J]. Computer Integrated Manufacturing Systems,2012,18(3):449-457. [48] 罗仕鉴,李文杰,傅业焘. 消费者偏好驱动的SUV产品族侧面外形基因设计[J]. 机械工程学报,2016,52(2):173-181. LUO Shijian ,LI Wenjie,FU Yetao. Consumer preference-driven SUV product family profile gene design[J]. Journal of Mechanical Engineering,2016,52(2):173-181. [49] 刘彦伯,张吉堂,赵泽敏. 一种产品族设计新方法——DSM模糊层次法[J]. 机械设计与制造工程,2020,49(2):1-4. LIU Yanbo,ZHANG Jitang,ZHAO Zemin. A new method of product family design———DSM fuzzy hierarchy method[J]. Machine Design and Manufacturing Engineering,2020,49(2):1-4. [50] 肖人彬,林文广. 数据驱动的产品族设计研究[J]. 机械设计,2020,37(6):1-10. XIAO Renbin ,LIN Wenguang,Research on data-driven product family design[J]. Journal of Machine Design,2020,37(6):1-10. [51] PAKSERESHT M,MAHDAVI I,SHIRAZI B,et al. Co-reconfiguration of product family and supply chain using leader-follower Stackelberg game theory:Bi-level multi-objective optimization[J]. Applied Soft Computing,2020,91:106-203. [52] CHENG X,XIAO R,WANG H. A method for coupling analysis of association modules in product family design[J]. Journal of Engineering Design,2018,29(6):327-352. [53] CAETANO I,SANTOS L,LEITÃO A. Computational design in architecture:Defining parametric,generative,and algorithmic design[J]. Frontiers of Architectural Research,2020,9(2):287-300. [54] MCKNIGHT M. Generative design:What it is? How is it being used? Why it’s a game changer[J]. KnE Engineering,2017,2(2):176. [55] KRISH S. A practical generative design method[J]. Computer-Aided Design,2011,43(1):88-100. [56] ALCAIDE-MARZAL J,DIEGO-MAS J A,ACOSTA-ZAZUETA G. A 3D shape generative method for aesthetic product design[J]. Design Studies,2020,66:144-176. [57] MATEJKA J,GLUECK M,BRADNER E,et al. Dream lens:Exploration and visualization of large-scale generative design datasets[C]// Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems. 2018:1-12. [58] MOUNTSTEPHENS J,TEO J. Progress and challenges in generative product design:A review of systems[J]. Computers,2020,9(4):80. [59] OH S,JUNG Y,KIM S,et al. Deep generative design:Integration of topology optimization and generative models[J]. Journal of Mechanical Design,American Society of Mechanical Engineers Digital Collection,2019,141(11):111405-1. [60] CRESWELL A,WHITE T,DUMOULIN V,et al. Generative adversarial networks:An overview[J]. IEEE Signal Processing Magazine,IEEE,2018,35(1):53-65. [61] BURNAP A,LIU Y,PAN Y,et al. Estimating and exploring the product form design space using deep generative models[C]// International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical 2016,50107:V02AT03A013. [62] BAN S,HYUN K H. 3D computational sketch synthesis framework:Assisting design exploration through generating variations of user input sketch and interactive 3D model reconstruction[J]. Computer-Aided Design, 2020,120:102789. [63] GATYS L A,ECKER A S,BETHGE M. Image style transfer using convolutional neural networks[C]// Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2016:2414-2423. [64] ISOLA P,ZHU J Y,ZHOU Tinghui,et al. Image-to-image translation with conditional adversarial networks[C]// Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2017:1125-1134. [65] HU Zhiyuan,JIA Jia,LIU Bei,et al. Aesthetic-aware image style transfer[C]. Proceedings of the 28th ACM International Conference on Multimedia. 2020:3320-3329. [66] SHUGRINA M,SHAMIR A,MATUSIK W. Fab forms:Customizable objects for fabrication with validity and geometry caching[C]. ACM Transactions on Graphics (TOG),ACM New York,NY,USA,2015,34(4):1-12. [67] KHAN S,GUNPINAR E,SENER B. GenYacht:An interactive generative design system for computer-aided yacht hull design[J]. Ocean Engineering,2019,191:106462. [68] MARTÍNEZ J,DUMAS J,LEFEBVRE S,et al. Structure and appearance optimization for controllable shape design[C]. ACM Transactions on Graphics (TOG),ACM New York,NY,USA,2015,34(6):1-11. [69] KAZI R H,GROSSMAN T,CHEONG H,et al. DreamSketch:Early stage 3D design explorations with sketching and generative design [C]//UIST. 2017,14:401-414. [70] GERO J S,KAZAKOV V. A genetic engineering approach to genetic algorithms[J]. Evolutionary Computation,2001,9(1):71-92. [71] GU N,BEHBAHANI P A. Shape grammars:A key generative design algorithm[C]. Handbook of the Mathematics of the Arts and Sciences,Springer Science and Business Media LLC Berlin,Germany,2018:1-21. [72] KENNEDY J. Handbook of nature-inspired and innovative computing[M]. Springer,2006. [73] DHOKIA V,ESSINK W P,FLYNN J M. A generative multi-agent design methodology for additively manufactured parts inspired by termite nest building[J]. CIRP Annals,2017,66(1):153-156. [74] CHAUDHURI S,KALOGERAKIS E,GIGUERE S,et al. Attribit:Content creation with semantic attributes[C]// Proceedings of the 26th Annual ACM Symposium on User Interface Software and Technology. 2013:193-202. [75] ZHOU Y,KALOGERAKIS E,WANG R,et al. Direct shape optimization for strengthening 3D printable objects[C]// Computer Graphics Forum. 2016, 35(7):333-342. [76] BICKEL B,BÄCHER M,OTADUY M A,et al. Design and fabrication of materials with desired deformation behavior[C]. ACM Transactions on Graphics (TOG),ACM New York,NY,USA,2010,29(4):1-10. [77] CHAUDHURI S,KALOGERAKIS E,GUIBAS L,et al. Probabilistic reasoning for assembly-based 3D modeling[R]. ACM Siggraph 2011 Papers,2011:1-10. [78] KALOGERAKIS E,CHAUDHURI S,KOLLER D,et al. A probabilistic model for component-based shape synthesis[C]. Acm Transactions on Graphics (TOG),ACM New York,NY,USA,2012,31(4):1-11. [79] DEMIRBILEK O,PARK M. A survey of criteria for the assessment of good product design[C]// Proceedings of the Fourth European Academy of Design Conference. 2001:370-377. [80] 寇洁,韩冰,杨程丽,等. 数字化环境下标准应用模式探索研究[J]. 航空标准化与质量,2019(6):10-13. KOU Jie,HAN Bing,YANG Chengli,et al. Exploration and research on standard application mode in digital environment[J]. Aeronautic Standardization & Quality,2019(6):10-13. [81] 程永胜,徐骁琪,陈国强. 基于层次分析法和感性工学的工程车造型设计评价[J]. 包装工程,2020,41(20):85-90. CHENG Yongsheng,XU Xiaoqi,CHEN Guoqiang. Evaluation of engineering vehicle design based on AHP and KE method[J]. Packaging Engineering,2020,41(20):85-90. [82] 徐玖平,李军. 多目标决策的理论与方法[M]. 北京:清华大学出版社有限公司,2005. XU Jiuping,LI Jun. Multiple objective decision-making theory and methods[M]. Beijing:Tsinghua University Press,2005. [83] SHAW K,SHANKAR R,YADAV S S,et al. Supplier selection using fuzzy AHP and fuzzy multi-objective linear programming for developing low carbon supply chain[J]. Expert Systems with Applications,2012,39(9):8182-8192. [84] GALANKASHI R M,RAFIEI M F,GHEZELBASH M. Portfolio selection:A fuzzy-ANP approach[J]. Financial Innovation,2020,6(1):17. [85] YADAV S,SINGH S P. An integrated fuzzy-ANP and fuzzy-ISM approach using blockchain for sustainable supply chain[J]. Journal of Enterprise Information Management,2020,34(1):54-78. [86] SALIH M M,ZAIDAN B B,ZAIDAN A A,et al. Survey on fuzzy TOPSIS state-of-the-art between 2007 and 2017[J]. Computers & Operations Research,2019,104:207-227. [87] KUMAR D,RAHMAN Z,CHAN F T S. A fuzzy AHP and fuzzy multi-objective linear programming model for order allocation in a sustainable supply chain:A case study[J]. International Journal of Computer Integrated Manufacturing,2017,30(6):535-551. [88] KUTLU GÜNDOĞDU F,KAHRAMAN C. A novel fuzzy TOPSIS method using emerging interval-valued spherical fuzzy sets[J]. Engineering Applications of Artificial Intelligence,2019,85:307-323. [89] WANG T. A novel approach of integrating natural language processing techniques with fuzzy TOPSIS for product evaluation[J]. Symmetry,Multidisciplinary Digital Publishing Institute,2022,14(1):120. [90] 彭定洪,卞志洋. 面向产品设计方案的犹豫模糊Kansei-TOPSIS评价方法[J]. 系统科学与数学,2021,41(6):1630-1647. PENG Dinghong,BIAN Zhiyang. Hesitant fuzzy Kansei-TOPSIS evaluation method for product design scheme[J]. Journal of Systems Science and Complexity,2021,41(6):1630-1647. [91] ASADABADI M R,CHANG E,SABERI M. Are MCDM methods useful? A critical review of Analytic Hierarchy Process (AHP) and Analytic Network Process (ANP)[J]. Cogent Engineering, 2019, 6(1):1623153. [92] CHOWDHURY P,PAUL S K. Applications of MCDM methods in research on corporate sustainability:A systematic literature review[J]. Management of Environmental Quality,2020,31(2):385-405. [93] HAMDAN S,CHEAITOU A. Supplier selection and order allocation with green criteria:An MCDM and multi-objective optimization approach[J]. Computers & Operations Research,2017,81:282-304. [94] YU D,KOU G,XU Z,et al. Analysis of collaboration evolution in AHP research:1982-2018[J]. International Journal of Information Technology & Decision Making,2021,20(1):7-36. [95] DARKO A,CHAN A P C,AMEYAW E E,et al. Review of application of analytic hierarchy process (AHP) in construction[J]. International Journal of Construction Management,2019,19(5):436-452. [96] SHARAF H K,ISHAK M R,SAPUAN S M,et al. Conceptual design of the cross-arm for the application in the transmission towers by using TRIZ-morphological chart-ANP methods[J]. Journal of Materials Research and Technology,2020,9(4):9182-9188. [97] 李齐,张鹏,刘景超,等. 灰度关联法分析冰温贮藏对鲜枸杞品质的影响[J]. 包装工程,2021,42(5):55-64. LI Qi,ZHANG Peng,LIU Jingchao,et al. Effects of controlled freezing point storage on quality of fresh lycium barbarum analyzed by gray correlation method[J].Packaging Engineering.2021,42(5):55-64. [98] ÇELIKBILEK Y,TÜYSÜZ F. An in-depth review of theory of the TOPSIS method:An experimental analysis[J]. Journal of Management Analytics, 2020,7(2):281-300. [99] TORLAK N G,DEMIR A,BUDUR T. Using VIKOR with structural equation modeling for constructing benchmarks in the Internet industry[J]. Benchmarking,2021,28(10):2952-2976. [100] TAN T,MILLS G,PAPADONIKOLAKI E,et al. Combining multi-criteria decision making (MCDM) methods with building information modelling (BIM):A review[J]. Automation in Construction,2021,121:103451. [101] 刘亮辉,汪永超,白飞先,等. 基于层次分析和TOPSIS的刀具材料选择优化[J]. 组合机床与自动化加工技术,2018(4):174-177,181. LIU Lianghui,WANG Yongchao,BAI Feixian,et al. Optimization of tool material selection based on analytic hierarchy process and TOPSIS[J]. Modular Machine Tool & Automatic Manufacturing Technique,2018(4):174-177,181. [102] TAN Y-S,CHEN H,WU S. Evaluation and implementation of environmentally conscious product design by using AHP and grey relational analysis approaches[J]. Foundation for Environmental Protection and Research,2019,28(107):857-864. [103] RANI P,MISHRA A R,ANSARI M D,et al. Assessment of performance of telecom service providers using intuitionistic fuzzy grey relational analysis framework (IF-GRA)[J]. Soft Computing,2021,25(3):1983-1993. [104] OLABANJI O M,MPOFU K. Appraisal of conceptual designs:coalescing fuzzy analytic hierarchy process (F-AHP) and fuzzy grey relational analysis (F-GRA)[J]. Results in Engineering,2021,9:100194. [105] MOUSAVI S A,SEITI H,HAFEZALKOTOB A,et al. Application of risk-based fuzzy decision support systems in new product development:An R-VIKOR approach[J]. Applied Soft Computing,2021,109:107456. [106] TSANG Y P,WU C H,LIN K Y,et al. Unlocking the power of big data analytics in new product development:An intelligent product design framework in the furniture industry[J]. Journal of Manufacturing Systems,2022,62:777-791. [107] JAGTAP S,DUONG L N K. Improving the new product development using big data:A case study of a food company[J]. British Food Journal,2019,121(11):2835-2848. [108] ALI S,POULOVA P,YASMIN F,et al. How big data analytics boosts organizational performance:The mediating role of the sustainable product development[J]. Journal of Open Innovation:Technology,Market,and Complexity,2020,6(4):190. [109] 罗仕鉴. 群智创新:人工智能2.0时代的新兴创新范式[J]. 包装工程,2020,41(6):50-56,66. LUO Shijian. Crowd intelligence innovation:A new innovation paradigm in the AI 2.0 Era[J]. Packaging Engineering,2020,41(6):50-56,66. |
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