Content Promotion for Online Content Platforms with the Diffusion Effect

References

• Agrawal S, Yin S, Zeevi A (2021) Dynamic pricing and learning under the Bassmodel. Bir P, Chawla S, Echenique F, eds. Proc. 22nd ACM Conf. Econom. Comput. (ACM, New York), 2–3.Google Scholar
• AMZScout (2021) Amazon statistics for 2021 and the latest facts. Accessed March 11, 2022, https://amzscout.net/blog/amazon-statistics/.Google Scholar
• Anandhan A, Shuib L, Ismail MA, Mujtaba G (2018) Social media recommender systems: Review and open research issues. IEEE Access 6:15608–15628.Crossref, Google Scholar
• Bass FM (1969) A new product growth for model consumer durables. Management Sci. 15(5):215–227.Link, Google Scholar
• Besbes O, Gur Y, Zeevi A (2016) Optimization in online content recommendation services: Beyond click-through rates. Manufacturing Service Oper. Management 18(1):15–33.Link, Google Scholar
• Chen N, Chen Y-J (2021) Duopoly competition with network effects in discrete choice models. Oper. Res. 69(2):545–559.Link, Google Scholar
• Chen Y, Shi C (2019) Joint pricing and inventory management with strategic customers. Oper. Res. 67(6):1610–1627.Link, Google Scholar
• Covington P, Adams J, Sargin E (2016) Deep neural networks for YouTube recommendations. Sen S, Geyer W, Freyne J, Castells P, eds. Proc. 10th ACM Conf. Recommender Systems (ACM, New York), 191–198.Google Scholar
• Davidson J, Liebald B, Liu J, Nandy P, Van Vleet T, Gargi U, Gupta S, et al. (2010) The YouTube video recommendation system. Amatriain X, Torrens M, Resnick P, Zanker M, eds. Proc. Fourth ACM Conf. Recommender Systems (ACM, New York), 293–296.Google Scholar
• Du C, Cooper WL, Wang Z (2016) Optimal pricing for a multinomial logit choice model with network effects. Oper. Res. 64(2):441–455.Link, Google Scholar
• Easingwood CJ, Mahajan V, Muller E (1983) A nonuniform influence innovation diffusion model of new product acceptance. Marketing Sci. 2(3):273–295.Link, Google Scholar
• Feng J, Bhargava HK, Pennock DM (2007) Implementing sponsored search in web search engines: Computational evaluation of alternative mechanisms. INFORMS J. Comput. 19(1):137–148.Link, Google Scholar
• FOX32 (2020) Missing child alert canceled after 2 Chipley girls found safe; mom in custody. Accessed March 16, 2020, https://www.fox32chicago.com/news/missing-child-alert-canceled-after-2-chipley-girls-found-safe-mom-in-custody.Google Scholar
• Goldenberg J, Libai B, Muller E (2001) Talk of the network: A complex systems look at the underlying process of word-of-mouth. Marketing Lett. 12(3):211–223.Crossref, Google Scholar
• Golrezaei N, Nazerzadeh H, Randhawa R (2020) Dynamic pricing for heterogeneous time-sensitive customers. Manufacturing Service Oper. Management 22(3):562–581.Link, Google Scholar
• Graffius SM (2022) Lifespan (life span) of social media posts. Accessed May 11, 2023, https://www.scottgraffius.com/blog/files/tag-lifespan-0028half-life0029-of-social-media-posts003a-update-for-2022.html.Google Scholar
• Granovetter M (1978) Threshold models of collective behavior. Amer. J. Sociol. 83(6):1420–1443.Crossref, Google Scholar
• Hu M, Milner J, Wu J (2016) Liking and following and the newsvendor: Operations and marketing policies under social influence. Management Sci. 62(3):867–879.Link, Google Scholar
• Jiang Z, Jain DC (2012) A generalized Norton–Bass model for multigeneration diffusion. Management Sci. 58(10):1887–1897.Link, Google Scholar
• Kempe D, Kleinberg J, Tardos É (2003) Maximizing the spread of influence through a social network. Getoor L, Senator TE, Domingos PM, Faloutsos C, eds. Proc. Ninth ACM SIGKDD Internat. Conf. Knowledge Discovery Data Mining (ACM, New York), 137–146.Google Scholar
• Kiesling E, Günther M, Stummer C, Wakolbinger LM (2012) Agent-based simulation of innovation diffusion: A review. Central Eur. J. Oper. Res. 20(2):183–230.Crossref, Google Scholar
• Kitts B, Freed D, Vrieze M (2000) Cross-sell: A fast promotion-tunable customer-item recommendation method based on conditionally independent probabilities. Ramakrishnan R, Stolfo SJ, Bayardo RJ, Parsa I, eds. Proc. Sixth ACM SIGKDD Internat. Conf. Knowledge Discovery Data Mining (ACM, New York), 437–446.Google Scholar
• Liu J, Dolan P, Pedersen ER (2010) Personalized news recommendation based on click behavior. Rich C, Yang Q, Cavazza M, Zhou MX, eds. Proc. 15th Internat. Conf. Intelligent User Interfaces (ACM, New York), 31–40.Google Scholar
• Lu W, Chen S, Li K, Lakshmanan LV (2014) Show me the money: Dynamic recommendations for revenue maximization. Proc. VLDB Endowment 7(14):1785–1796.Crossref, Google Scholar
• Nemhauser GL, Wolsey LA, Fisher ML (1978) An analysis of approximations for maximizing submodular set functions I. Math. Programming 14(1):265–294.Crossref, Google Scholar
• Norton JA, Bass FM (1987) A diffusion theory model of adoption and substitution for successive generations of high-technology products. Management Sci. 33(9):1069–1086.Link, Google Scholar
• Nosrat F, Cooper WL, Wang Z (2021) Pricing for a product with network effects and mixed logit demand. Naval Res. Logist. 68(2):159–182.Crossref, Google Scholar
• Schmittlein DC, Mahajan V (1982) Maximum likelihood estimation for an innovation diffusion model of new product acceptance. Marketing Sci. 1(1):57–78.Link, Google Scholar
• Srinivasan V, Mason CH (1986) Nonlinear least squares estimation of new product diffusion models. Marketing Sci. 5(2):169–178.Link, Google Scholar
• Statista (2021) YouTube average video length by category 2018. Accessed March 11, 2022, https://www.statista.com/statistics/1026923/youtube-video-category-average-length/.Google Scholar
• Su X, Khoshgoftaar TM (2009) A survey of collaborative filtering techniques. Adv. Artificial Intelligence 2009:421425:1–421425:19.Crossref, Google Scholar
• Sultan F, Farley JU, Lehmann DR (1990) A meta-analysis of applications of diffusion models. J. Marketing Res. 27(1):70–77.Crossref, Google Scholar
• Teng JT, Grover V, Guttler W (2002) Information technology innovations: General diffusion patterns and its relationships to innovation characteristics. IEEE Trans. Engrg. Management 49(1):13–27.Crossref, Google Scholar
• TikTok (2021) #squidgame hashtag videos on TikTok, https://www.tiktok.com/tag/squidgame.Google Scholar
• Vahabi H, Koutsopoulos I, Gullo F, Halkidi M (2015) DifRec: A social-diffusion-aware recommender system. Bailey J, Moffat A, Aggarwal CC, de Rijke M, Kumar R, Murdock V, Sellis TK, Yu JX, eds. Proc. 24th ACM Internat. Conf. Inform. Knowledge Management (ACM, New York), 1481–1490.Google Scholar
• Wang R, Wang Z (2017) Consumer choice models with endogenous network effects. Management Sci. 63(11):3944–3960.Link, Google Scholar
• YouTube (2021) YouTube for press. https://blog.youtube/press/.Google Scholar
• Zhang H, Vorobeychik Y (2019) Empirically grounded agent-based models of innovation diffusion: A critical review. Artificial Intelligence Rev. 52:707–741.Crossref, Google Scholar