Analysis of the Pricing Problem of Photographic Tasks Based on Multiple Linear Regression Models_Vol. 1 No. 2 (JBDC 2023)_Journal of Big Data and Computing (ISSN: 2959-0590)

Home > Journal of Big Data and Computing (ISSN: 2959-0590) > Vol. 1 No. 2 (JBDC 2023) >

Analysis of the Pricing Problem of Photographic Tasks Based on Multiple Linear Regression Models

Download PDF

DOI: https://doi.org/10.62517/jbdc.202301208

Author(s)

Chunli Wang*, Lei Zhu, Licong Wang, Yutong Hu

Affiliation(s)

School of Tourism Data, Guilin Tourism University, Guilin, Guangxi, China *Corresponding Author.

Abstract

This paper is for the economic pricing development of popular online labor crowdsourcing platform in China. Based on the real-time statistical data of photo-earning APP, a reasonable pricing scheme of comprehensive evaluation index system is established from the perspective of geographical location, scheduled task quota, task distribution and member distribution. The greedy algorithm, reformulation of equation, price weight model and power map of Excel are used for calculation and analysis.

Keywords

Crowdsourcing; Goal Programming; Task Pricing; Regression Model; Photo-earning

References

[1] Peng Zhang, Ruoyu Lu. On Incentive Mechanism of Crowdsourcing Innovation——By Principal-agent Theory [J]. Technical economy and management research, 2012, (06):45-48. [2] Qiyuan Jiang ,Jinxing Xie. Mathematical Model[M]. Beijing:Higher Education Press,2003 [3] Jingjing Zheng, Zhinian Luo.Resource Management Based on Greedy Algorithm for Carrier Aggregation in LTE-A System. Computer engineering. (2017):56-60 [4]Shangshang Li."Dynamic vehicle routing problem analysis based on improved Greedy Algorithm." Modern economic information. (2017):345. [5] Changhai Nie ,Jing Jiang."Optimization of Configurable Greedy Algorithm for Covering Arrays Generation."Journal of Software.(2013):55-69 [6] Jie Zhang, Abing Lv, Tao Li, Xueming Zhou, Huanchun Lou. Large scale goal programming model for development of Daqing oilfield[J]. Journal of Harbin Institute of Technology,1999,(04):11-15. [7] Xianyou Fan, Chaoyang Li, Chuanhua Yang, Xiaoqin Cao."Short-term water level prediction method based on multiple linear regression analysis."Port & Waterway Engineering. (2014):177-180 [8] Zheng Liu , Guangzhe Deng ,Xiaojun Liu. Application of multivariate Regression Analysis in Coal Seam Gas Content Prediction[J]. Ming Safety & Environmental Protection , 2013(05):57-60. [9] Haibo Jiang, Yanru Li.General Mathematical Model in Regression Analysis[J]. Mathematics in Practice and Theory, 2006, (01):174-180. [10] Yuying Jiang ,Qiang Liu. Several ingenious algorithms for mathematical expectation of discrete random variables [J]. College Mathematics, 2008, (05):153-154. [11] Chuanyin Xie.Landslides hazard susceptibility evaluation based on weighting model[J]. Journal of Central South University(Science and Technology), 2011, 42(06):1772-1779. [12] Bing Gao,Lin Kong,Biao Xie,Wenji Wang,Siyang Qu,Meina Liu,Qiuju Zhang."Establishment and Application of Weighted Probabilistic Principal Component Analysis Model."Chinese Journal of Health Statistics. (2018):4-7. [13] Lijun Yan, Junmou Qiao, Jian Xu, Hui Liang."A linear goal programming model for weight calculation in fuzzy AHP."Manufacturing Automation. (2018):113-115+123 [14] Zhidong Liu,Hua Chen,Yongming Zou,Hua Zhang. Particle swarm optimization (PSO) to solve multi-objective programming model of oil field measures[J]. Journal of Oil and Gas Technology, 2009, 31(01):261-263. [15] Zhiping Fan, Guofen Hu. A Goal Programming Method for Multiple Attribute Decision Making with Intervals[J]. Journal of Industrial Engineering and Engineering Management, 2000, 014(004):50-52.