Comparing AI-Based and Traditional Prospect Generating Methods

References

• Ang, L., & Buttle, F. (2006). Managing for successful customer acquisition: An exploration. Journal of Marketing Management, 22(3–4), 295–317. https://doi.org/https://doi.org/10.1362/026725706776861217
   Google Scholar
• Austrian Trade Commission. (2017, November). Branchenprofil USA: Umwelttechnik. Environmental Technology.
   Google Scholar
• Berend, G. (2017). Sparse coding of neural word embeddings for multilingual sequence labeling. Transactions of the Association for Computational Linguistics, 5(4), 247–261. https://doi.org/https://doi.org/10.1162/tacl_a_00059
   Google Scholar
• Berend, G., Stadlmann, C., Mang, S., & Überwimmer, M. (2020, February 7). A tool for automatic extraction of information from company web sites in the field of international servitization. AAAI-20: Workshop on Knowledge Discovery from Unstructured Data in Financial Services, New York (NY), United States. https://aaai-kdf2020.github.io/assets/pdfs/kdf2020_paper_25.pdf
   Google Scholar
• Bradford, W. R. (2016). Antecedents of sales lead performance: Improving conversion yield and cycle time in a business-to-business opportunity pipeline [Doctoral Dissertation, Georgia State University]. Open Access Institutional Repository of Georgia State University. https://scholarworks.gsu.edu/bus_admin_diss/67
   Google Scholar
• D’Haen, J., & van den Poel, D. (2013). Model-supported business-to-business prospect prediction based on an iterative customer acquisition framework. Industrial Marketing Management, 42(4), 544–551. https://doi.org/https://doi.org/10.1016/j.indmarman.2013.03.006
   Web of Science ®Google Scholar
• D’Haen, J., van den Poel, D., & Thorleuchter, D. (2013). Predicting customer profitability during acquisition: Finding the optimal combination of data source and data mining technique. Expert Systems with Applications, 40(6), 2007–2012. https://doi.org/https://doi.org/10.1016/j.eswa.2012.10.023
   Web of Science ®Google Scholar
• D’Haen, J., van den Poel, D., Thorleuchter, D., & Benoit, D. F. (2016). Integrating expert knowledge and multilingual web crawling data in a lead qualification system. Decision Support Systems, 82, 69–78. https://doi.org/https://doi.org/10.1016/j.dss.2015.12.002
   Web of Science ®Google Scholar
• eBizMBA. (2020). Top 15 best search engines: February 2020. http://www.ebizmba.com/articles/search-engines
   Google Scholar
• Fam, K. S., & Waller, D. S. (2000). Attracting new clients. Journal of Promotion Management, 5(2), 85–99. https://doi.org/https://doi.org/10.1300/J057v05n02_07
   Google Scholar
• Hartmann, N. N., Wieland, H., & Vargo, S. L. (2018). Converging on a new theoretical foundation for selling. Journal of Marketing, 82(2), 1–18. https://doi.org/https://doi.org/10.1509/jm.16.0268
   Web of Science ®Google Scholar
• Heinzelbecker, K. (2019). Wie Sie Ihr Key Account Management optimieren [How to optimise your key account management]. Sales Excellence, 28(12), 48–51. https://doi.org/https://doi.org/10.1007/s35141-019-0195-z
   Google Scholar
• Järvinen, J., & Taiminen, H. (2016). Harnessing marketing automation for B2B content marketing. Industrial Marketing Management, 54, 164–175. https://doi.org/https://doi.org/10.1016/j.indmarman.2015.07.002
   Web of Science ®Google Scholar
• Jolson, M. A. (1988). Qualifying sales leads: The tight and loose approaches. Industrial Marketing Management, 17(3), 189–196. https://doi.org/https://doi.org/10.1016/0019-8501(88)90002-8
   Web of Science ®Google Scholar
• Joulin, A., Grave, E., Bojanowski, P., & Mikolov, T. (2016). Bag of tricks for efficient text classification. Facebook AI Research. http://arxiv.org/pdf/1607.01759v3
   Google Scholar
• Long, M. M., Tellefsen, T., & Lichtenthal, J. D. (2007). Internet integration into the industrial selling process: A step-by-step approach. Industrial Marketing Management, 36(5), 676–689. https://doi.org/https://doi.org/10.1016/j.indmarman.2006.05.001
   Web of Science ®Google Scholar
• Meire, M., Ballings, M., & van den Poel, D. (2017). The added value of social media data in B2B customer acquisition systems: A real-life experiment. Decision Support Systems, 104, 26–37. https://doi.org/https://doi.org/10.1016/j.dss.2017.09.010
   Web of Science ®Google Scholar
• Monat, J. P. (2011). Industrial sales lead conversion modeling. Marketing Intelligence & Planning, 29(2), 178–194. https://doi.org/https://doi.org/10.1108/02634501111117610
   Google Scholar
• Moncrief, W. C., & Marshall, G. W. (2005). The evolution of the seven steps of selling. Industrial Marketing Management, 34(1), 13–22. https://doi.org/https://doi.org/10.1016/j.indmarman.2004.06.001
   Web of Science ®Google Scholar
• Nicolas, C., Valenzuela-Fernández, L., & Merigó, J. M. (2020). Research trends of marketing: A bibliometric study 1990–2017. Journal of Promotion Management, 26(5), 674–703. https://doi.org/https://doi.org/10.1080/10496491.2020.1729315
   Google Scholar
• Office of Management and Budget. (2017). North American Industry Classification System. Executive Office of the President of the United States. https://www.census.gov/eos/www/naics/2017NAICS/2017_NAICS_Manual.pdf
   Google Scholar
• Okazaki, N. (2007). CRFsuite [Computer software]. http://www.chokkan.org/software/crfsuite/
   Google Scholar
• Paschen, J., Kietzmann, J., & Kietzmann, T. C. (2019). Artificial intelligence (AI) and its implications for market knowledge in B2B marketing. Journal of Business & Industrial Marketing, 34(7), 1410–1419. https://doi.org/https://doi.org/10.1108/JBIM-10-2018-0295
   Web of Science ®Google Scholar
• Perry, M. L., & Shao, A. T. (2003). Internet marketing communications in the selling process. Journal of Promotion Management, 9(1-2), 17–29. https://doi.org/https://doi.org/10.1300/J057v09n01_03
   Google Scholar
• Pierre, J. M. (2001). On the automated classification of web sites. Linköping Electronic Articles in Computer and Information Science, 6. https://arxiv.org/pdf/cs/0102002.pdf
   Google Scholar
• Rodriguez, M., Peterson, R. M., & Krishnan, V. (2012). Social media’s influence on business-to-business sales performance. Journal of Personal Selling & Sales Management, 32(3), 365–378. https://doi.org/https://doi.org/10.2753/PSS0885-3134320306
   Google Scholar
• Syam, N., & Sharma, A. (2018). Waiting for a sales renaissance in the fourth industrial revolution: Machine learning and artificial intelligence in sales research and practice. Industrial Marketing Management, 69, 135–146. https://doi.org/https://doi.org/10.1016/j.indmarman.2017.12.019
   Web of Science ®Google Scholar
• Thorleuchter, D., van den Poel, D., & Prinzie, A. (2012). Analyzing existing customers’ websites to improve the customer acquisition process as well as the profitability prediction in B-to-B marketing. Expert Systems with Applications, 39(3), 2597–2605. https://doi.org/https://doi.org/10.1016/j.eswa.2011.08.115
   Web of Science ®Google Scholar
• Trailer, B., & Dickie, J. (2006). Understanding what your sales manager is up against. Harvard Business Review, 84(7–8), 48–55. https://hbr.org/2006/07/understanding-what-your-sales-manager-is-up-against
   PubMed Web of Science ®Google Scholar
• Üstüner, T., & Iacobucci, D. (2012). Does intraorganizational network embeddedness improve salespeople’s effectiveness? A task contingency perspective. Journal of Personal Selling & Sales Management, 32(2), 187–205. https://doi.org/https://doi.org/10.2753/PSS0885-3134320202
   Google Scholar
• Verville, J., & Halingten, A. (2003). A six-stage model of the buying process for ERP software. Industrial Marketing Management, 32(7), 585–594. https://doi.org/https://doi.org/10.1016/S0019-8501(03)00007-5
   Web of Science ®Google Scholar
• Wilson, R. D. (2006). Developing new business strategies in B2B markets by combining CRM concepts and online databases. Competitiveness Review, 16(1), 38–43. https://doi.org/https://doi.org/10.1108/cr.2006.16.1.38
   Google Scholar
• Wymbs, C., & Pettit, R. C. (2003). The internet and global market research. Journal of Promotion Management, 9(1-2), 3–15. https://doi.org/https://doi.org/10.1300/J057v09n01_02
   Google Scholar
• Zallocco, R., Bolman Pullins, E., & Mallin, M. L. (2009). A re‐examination of B2B sales performance. Journal of Business & Industrial Marketing, 24(8), 598–610. https://doi.org/https://doi.org/10.1108/08858620910999466
   Web of Science ®Google Scholar