Integrating expert knowledge and multilingual web crawling data in a lead qualification system
Qualifying prospects as leads to contact is a complex exercise. Sales representatives often do not have the time or resources to rationally select the best leads to call. As a result, they rely on gut feeling and arbitrary rules to qualify leads. Model-based decision support systems make this proces...
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| Veröffentlicht in: | Decision Support Systems Jg. 82; S. 69 - 78 |
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| Hauptverfasser: | , , , |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
Amsterdam
Elsevier B.V
01.02.2016
Elsevier Sequoia S.A |
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| ISSN: | 0167-9236, 1873-5797 |
| Online-Zugang: | Volltext |
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| Abstract | Qualifying prospects as leads to contact is a complex exercise. Sales representatives often do not have the time or resources to rationally select the best leads to call. As a result, they rely on gut feeling and arbitrary rules to qualify leads. Model-based decision support systems make this process less subjective. Standard input for such an automated lead qualification system is commercial data. Commercial data, however, tends to be expensive and of ambiguous quality due to missing information. This study proposes web crawling data in combination with expert knowledge as an alternative. Web crawling data is freely available and of higher quality as it is generated by companies themselves. Potential customers use websites as a main information source, so companies benefit from correct and complete websites. Expert knowledge, on the other hand, augments web crawling data by inserting specific information. Web data consists of text that is converted to numbers using text mining techniques that make an abstraction of the text. A field experiment was conducted to test how a decision support system based on web crawling data and expert knowledge compares to a basic decision support system within an international energy retailer. Results verify the added value of the proposed approach.
•A decision support system for lead qualification is developed.•It uses web crawling data augmented with expert knowledge as input.•Integrating expert knowledge increases the quality of the decision support system.•A real-life test validates these results. |
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| AbstractList | Qualifying prospects as leads to contact is a complex exercise. Sales representatives often do not have the time or resources to rationally select the best leads to call. As a result, they rely on gut feeling and arbitrary rules to qualify leads. Model-based decision support systems make this process less subjective. Standard input for such an automated lead qualification system is commercial data. Commercial data, however, tends to be expensive and of ambiguous quality due to missing information. This study proposes web crawling data in combination with expert knowledge as an alternative. Web crawling data is freely available and of higher quality as it is generated by companies themselves. Potential customers use websites as a main information source, so companies benefit from correct and complete websites. Expert knowledge, on the other hand, augments web crawling data by inserting specific information. Web data consists of text that is converted to numbers using text mining techniques that make an abstraction of the text. A field experiment was conducted to test how a decision support system based on web crawling data and expert knowledge compares to a basic decision support system within an international energy retailer. Results verify the added value of the proposed approach. Qualifying prospects as leads to contact is a complex exercise. Sales representatives often do not have the time or resources to rationally select the best leads to call. As a result, they rely on gut feeling and arbitrary rules to qualify leads. Model-based decision support systems make this process less subjective. Standard input for such an automated lead qualification system is commercial data. Commercial data, however, tends to be expensive and of ambiguous quality due to missing information. This study proposes web crawling data in combination with expert knowledge as an alternative. Web crawling data is freely available and of higher quality as it is generated by companies themselves. Potential customers use websites as a main information source, so companies benefit from correct and complete websites. Expert knowledge, on the other hand, augments web crawling data by inserting specific information. Web data consists of text that is converted to numbers using text mining techniques that make an abstraction of the text. A field experiment was conducted to test how a decision support system based on web crawling data and expert knowledge compares to a basic decision support system within an international energy retailer. Results verify the added value of the proposed approach. •A decision support system for lead qualification is developed.•It uses web crawling data augmented with expert knowledge as input.•Integrating expert knowledge increases the quality of the decision support system.•A real-life test validates these results. |
| Author | D’Haen, J. Benoit, D.F. Van den Poel, D. Thorleuchter, D. |
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| Cites_doi | 10.1016/j.omega.2012.01.009 10.1016/j.patrec.2009.09.011 10.1016/j.dss.2014.10.004 10.1057/jors.2008.161 10.1016/j.indmarman.2013.03.006 10.1016/j.eswa.2012.04.008 10.1016/j.dss.2014.01.001 10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9 10.18637/jss.v025.i05 10.1016/j.dss.2014.02.001 10.1016/j.jbusres.2007.06.019 10.1016/j.knosys.2004.04.001 10.1007/s10844-009-0111-x 10.1023/A:1007612920971 10.1509/jm.10.0047 10.1016/0306-4573(88)90021-0 10.1016/S0957-4174(02)00072-6 10.1145/1361684.1361686 10.1016/j.dss.2011.01.008 10.1108/eb026562 10.1016/j.omega.2009.11.001 10.1016/j.dss.2013.08.001 10.1108/02634501111166094 10.1057/jors.2008.171 10.1016/j.dss.2014.03.004 10.1108/08858620910931721 10.1108/08858620610690155 10.1108/00220410410560582 10.1109/91.917121 10.1111/j.1467-9841.2006.00290.x 10.1108/02634500910945011 10.1007/s11002-005-5892-2 10.1137/S1064827597329266 10.1109/34.232078 10.1108/02634500710754583 10.1016/j.dss.2007.07.008 10.1016/j.eswa.2011.08.115 10.1016/j.dss.2013.12.004 10.1080/01621459.2012.734168 10.1016/j.dss.2015.07.006 10.1016/j.eswa.2012.10.023 10.3758/BF03204765 |
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| Keywords | Web crawling Expert domain knowledge Multilingual text mining Parameter optimization Lead qualification |
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| References | Melville, Rosset, Lawrence (bb0215) 2008 Oliva (bb0225) 2006; 21 Wei, Yang, Lin (bb0300) 2008; 45 Robertson (bb0235) 2004; 60 Hogenboom, Heerschop, Frasincar, Kaymak, de Jong (bb0140) 2014; 62 Kimiloglu, Zarali (bb0175) 2009; 27 Deerwester, Dumais, Furnas, Landauer, Harshman (bb0080) 1990; 41 Alonso, Caraça-Valente, González, Montes (bb0005) 2002; 23 Yu, Cai (bb0335) 2007; 25 Lima, Mues, Baesens (bb0200) 08 2009; 60 Buchta, Kober, Feinerer, Hornik (bb0050) 2012; 50 Wilson (bb0320) 2006; 16 Jain (bb0155) 2010; 31 Setnes, Kaymak (bb0265) 2001; 9 Simkin, Dibb (bb0270) 2011; 29 Jackson (bb0150) 2005; 13 Salton, Yang (bb0260) 1973; 29 Lee, Yang, Tsai, Lai (bb0190) 2014; 59 Nederstigt, Aanen, Vandic, Frasincar (bb0220) 2014; 59 Feinerer, Hornik, Meyer (bb0100) 2008; 25 Ang, Buttle (bb0020) 2006; 22 Kelly-Holmes (bb0170) 2006; 10 Hao, Yan, Gong, Wang, Lin (bb0135) 2014; 61 Anand, Bell, Hughes (bb0010) 1995 Melville, Gryc, Lawrence (bb0210) 2009 Chau, Yeh (bb0055) 2004; 17 D’Haen, Van den Poel (bb0085) 2013; 42 Dhillon, Modha (bb0095) 2001; 42 Foltz (bb0110) 1996; 28 Rodriguez, Peterson, Krishnan (bb0245) 2012; 32 Fersini, Messina, Pozzi (bb0105) 2014; 68 D’Haen, Van den Poel, Thorleuchter (bb0090) 2013; 40 Baesens, Mues, Martens, Vanthienen (bb0040) 2009 Kopanas, Avouris, Daskalaki (bb0180) 2002 Weiss, S. M., Indurkhya, N., Zhang, T., Damerau, F. J., 2005. New York: Springer. Forsythe, Malcolm, Moler (bb0115) 1977 Sabnis, Chatterjee, Grewal, Lilien (bb0250) 2013; 77 Thorleuchter, Van den Poel, Prinzie (bb0290) 2012; 39 Kamakura, Mela, Ansari, Bodapati, Fader, Iyengar (bb0165) 2005; 16 Bader, Chew, Kogan (bb0025) 2010 Chou (bb0070) 2000 Wu, Luk, W., R., Wong, Kwok (bb0330) 2008; 26 Baecke, Van den Poel (bb0035) 2012; 39 Wall, Rechtsteiner, Rocha (bb0295) 2003 Gutierrez, Segovia-Vargas, Salcedo-Sanz, Hervas-Martinez, Sanchis, Portilla-Figueras (bb0130) 2010; 38 Salton, Buckley (bb0255) 1988; 24 Beyer, Laney (bb0045) 2012 Powers (bb0230) 2011; 2 Levenshtein (bb0195) 1966; vol. 10 Chelariu, Sangtani (bb0060) 2009; 24 Wild (bb0315) 2015 Rodriguez, Perez, Lozano (bb0240) 2010 Wright, Stone, Abbott (bb0325) 2002; 9 Andriosopoulos, Gaganis, Pasiouras, Zopounidis (bb0015) 2012; 40 Coussement, Benoit, Antioco (bb0075) 2015; 79 Gupta, Lehal (bb0125) 2009; 1 Gopal, Marsden, Vanthienen (bb0120) 2011; 51 Chew, Bader, Kolda, Abdelali (bb0065) 2007 Zha, Simon (bb0340) 1999; 21 Strehl, Ghosh, Mooney (bb0280) 2000 Huang (bb0145) 2008 Laiderman (bb0185) 12 2005; 13 Taddy (bb0285) 2013; 108 Wei, Yang, Lee, Shi, Yang (bb0305) 2014; 57 Baecke, Van den Poel (bb0030) 2011; 36 Marzal, Vidal (bb0205) 1993; 15 Srivastava, Sahami (bb0275) 2010 Kalaignanam, Kushwaha, Varadarajan (bb0160) 2008; 61 Chou (10.1016/j.dss.2015.12.002_bb0070) 2000 Marzal (10.1016/j.dss.2015.12.002_bb0205) 1993; 15 Coussement (10.1016/j.dss.2015.12.002_bb0075) 2015; 79 Lima (10.1016/j.dss.2015.12.002_bb0200) 2009; 60 Huang (10.1016/j.dss.2015.12.002_bb0145) 2008 Beyer (10.1016/j.dss.2015.12.002_bb0045) 2012 Buchta (10.1016/j.dss.2015.12.002_bb0050) 2012; 50 Chau (10.1016/j.dss.2015.12.002_bb0055) 2004; 17 Hogenboom (10.1016/j.dss.2015.12.002_bb0140) 2014; 62 Foltz (10.1016/j.dss.2015.12.002_bb0110) 1996; 28 Simkin (10.1016/j.dss.2015.12.002_bb0270) 2011; 29 Thorleuchter (10.1016/j.dss.2015.12.002_bb0290) 2012; 39 Forsythe (10.1016/j.dss.2015.12.002_bb0115) 1977 Oliva (10.1016/j.dss.2015.12.002_bb0225) 2006; 21 Baecke (10.1016/j.dss.2015.12.002_bb0030) 2011; 36 Fersini (10.1016/j.dss.2015.12.002_bb0105) 2014; 68 Salton (10.1016/j.dss.2015.12.002_bb0260) 1973; 29 Strehl (10.1016/j.dss.2015.12.002_bb0280) 2000 Levenshtein (10.1016/j.dss.2015.12.002_bb0195) 1966; vol. 10 Rodriguez (10.1016/j.dss.2015.12.002_bb0245) 2012; 32 Wu (10.1016/j.dss.2015.12.002_bb0330) 2008; 26 Lee (10.1016/j.dss.2015.12.002_bb0190) 2014; 59 Dhillon (10.1016/j.dss.2015.12.002_bb0095) 2001; 42 Chelariu (10.1016/j.dss.2015.12.002_bb0060) 2009; 24 10.1016/j.dss.2015.12.002_bb0310 D’Haen (10.1016/j.dss.2015.12.002_bb0090) 2013; 40 Kopanas (10.1016/j.dss.2015.12.002_bb0180) 2002 Jackson (10.1016/j.dss.2015.12.002_bb0150) 2005; 13 Baesens (10.1016/j.dss.2015.12.002_bb0040) 2009 Gupta (10.1016/j.dss.2015.12.002_bb0125) 2009; 1 Hao (10.1016/j.dss.2015.12.002_bb0135) 2014; 61 Srivastava (10.1016/j.dss.2015.12.002_bb0275) 2010 Wilson (10.1016/j.dss.2015.12.002_bb0320) 2006; 16 Nederstigt (10.1016/j.dss.2015.12.002_bb0220) 2014; 59 Andriosopoulos (10.1016/j.dss.2015.12.002_bb0015) 2012; 40 Taddy (10.1016/j.dss.2015.12.002_bb0285) 2013; 108 Powers (10.1016/j.dss.2015.12.002_bb0230) 2011; 2 Sabnis (10.1016/j.dss.2015.12.002_bb0250) 2013; 77 Chew (10.1016/j.dss.2015.12.002_bb0065) 2007 Gopal (10.1016/j.dss.2015.12.002_bb0120) 2011; 51 Gutierrez (10.1016/j.dss.2015.12.002_bb0130) 2010; 38 Melville (10.1016/j.dss.2015.12.002_bb0215) 2008 Baecke (10.1016/j.dss.2015.12.002_bb0035) 2012; 39 Kimiloglu (10.1016/j.dss.2015.12.002_bb0175) 2009; 27 Salton (10.1016/j.dss.2015.12.002_bb0255) 1988; 24 Alonso (10.1016/j.dss.2015.12.002_bb0005) 2002; 23 Laiderman (10.1016/j.dss.2015.12.002_bb0185) 2005; 13 Ang (10.1016/j.dss.2015.12.002_bb0020) 2006; 22 Feinerer (10.1016/j.dss.2015.12.002_bb0100) 2008; 25 Wall (10.1016/j.dss.2015.12.002_bb0295) 2003 Setnes (10.1016/j.dss.2015.12.002_bb0265) 2001; 9 Anand (10.1016/j.dss.2015.12.002_bb0010) 1995 Rodriguez (10.1016/j.dss.2015.12.002_bb0240) 2010 Jain (10.1016/j.dss.2015.12.002_bb0155) 2010; 31 Wei (10.1016/j.dss.2015.12.002_bb0305) 2014; 57 D’Haen (10.1016/j.dss.2015.12.002_bb0085) 2013; 42 Melville (10.1016/j.dss.2015.12.002_bb0210) 2009 Wright (10.1016/j.dss.2015.12.002_bb0325) 2002; 9 Kelly-Holmes (10.1016/j.dss.2015.12.002_bb0170) 2006; 10 Kalaignanam (10.1016/j.dss.2015.12.002_bb0160) 2008; 61 Wei (10.1016/j.dss.2015.12.002_bb0300) 2008; 45 Bader (10.1016/j.dss.2015.12.002_bb0025) 2010 Kamakura (10.1016/j.dss.2015.12.002_bb0165) 2005; 16 Deerwester (10.1016/j.dss.2015.12.002_bb0080) 1990; 41 Yu (10.1016/j.dss.2015.12.002_bb0335) 2007; 25 Robertson (10.1016/j.dss.2015.12.002_bb0235) 2004; 60 Wild (10.1016/j.dss.2015.12.002_bb0315) Zha (10.1016/j.dss.2015.12.002_bb0340) 1999; 21 |
| References_xml | – volume: 59 start-page: 250 year: 2014 end-page: 261 ident: bb0190 article-title: Discovering content-based behavioral roles in social networks publication-title: Decis. Support. Syst. – volume: 42 start-page: 544 year: 2013 end-page: 551 ident: bb0085 article-title: Model-supported business-to-business prospect prediction based on an iterative customer acquisition framework publication-title: Ind. Mark. Manag. – volume: 13 start-page: 76 year: 2005 end-page: 92 ident: bb0150 article-title: CRM: from ‘art to science’ publication-title: J. Database Market. Cust. Strateg. Manag. – volume: 79 start-page: 24 year: 2015 end-page: 32 ident: bb0075 article-title: A Bayesian approach for incorporating expert opinions into decision support systems: a case study of online consumer-satisfaction detection publication-title: Decis. Support Syst. – volume: 45 start-page: 606 year: 2008 end-page: 620 ident: bb0300 article-title: A latent semantic indexing-based approach to multilingual document clustering publication-title: Decis. Support. Syst. – volume: 2 start-page: 37 year: 2011 end-page: 63 ident: bb0230 article-title: Evaluation: From Precision, Recall and F-Measure to ROC, Informedness, Markedness and Correlation publication-title: Journal of Machine Learning Technologies – year: 2015 ident: bb0315 article-title: LSA: Latent Semantic Analysis – volume: 39 start-page: 12105 year: 2012 end-page: 12113 ident: bb0035 article-title: Including spatial interdependence in customer acquisition models: a cross-category comparison publication-title: Expert Syst. Appl. – volume: 9 start-page: 153 year: 2001 end-page: 163 ident: bb0265 article-title: Fuzzy modeling of client preference from large data sets: an application to target selection in direct marketing publication-title: IEEE Trans. Fuzzy Syst. – volume: 41 start-page: 391 year: 1990 end-page: 407 ident: bb0080 article-title: Indexing by latent semantic analysis publication-title: J. Am. Soc. Inf. Sci. – volume: 40 start-page: 2007 year: 2013 end-page: 2012 ident: bb0090 article-title: Predicting customer profitability during acquisition: finding the optimal combination of data source and data mining technique publication-title: Expert Syst. Appl. – volume: 15 start-page: 926 year: 1993 end-page: 932 ident: bb0205 article-title: Computation of normalized edit distance and applications publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 22 start-page: 295 year: 2006 end-page: 317 ident: bb0020 article-title: Managing for successful customer acquisition: an exploration publication-title: J. Mark. Manag. – volume: 57 start-page: 64 year: 2014 end-page: 76 ident: bb0305 article-title: Exploiting poly-lingual documents for improving text categorization effectiveness publication-title: Decis. Support. Syst. – volume: 25 start-page: 1 year: 2008 end-page: 54 ident: bb0100 article-title: Text mining infrastructure in R publication-title: J. Stat. Softw. – volume: 61 start-page: 300 year: 2008 end-page: 308 ident: bb0160 article-title: Marketing operations efficiency and the internet: an organizing framework publication-title: J. Bus. Res. – volume: 62 start-page: 43 year: 2014 end-page: 53 ident: bb0140 article-title: Multi-lingual support for lexicon-based sentiment analysis guided by semantics publication-title: Decis. Support. Syst. – volume: 60 start-page: 1096 year: 08 2009 end-page: 1106 ident: bb0200 article-title: Domain knowledge integration in data mining using decision tables: case studies in churn prediction publication-title: J. Oper. Res. Soc. – volume: 29 start-page: 351 year: 1973 end-page: 372 ident: bb0260 article-title: On the specification of term values in automatic indexing publication-title: J. Doc. – volume: 68 start-page: 26 year: 2014 end-page: 38 ident: bb0105 article-title: Sentiment analysis: Bayesian ensemble learning publication-title: Decis. Support. Syst. – volume: 10 start-page: 507 year: 2006 end-page: 519 ident: bb0170 article-title: Multilingualism and commercial language practices on the internet publication-title: J. Socioling. – volume: 21 start-page: 395 year: 2006 end-page: 398 ident: bb0225 article-title: The three key linkages: improving the connections between marketing and sales publication-title: J. Bus. Ind. Mark. – volume: 16 start-page: 279 year: 2005 end-page: 300 ident: bb0165 article-title: Choice models and customer relationship management publication-title: Mark. Lett. – volume: 26 start-page: 1 year: 2008 end-page: 37 ident: bb0330 article-title: Interpreting TF-IDF term weights as making relevance decisions publication-title: ACM Trans. Inf. Syst. – volume: 28 start-page: 197 year: 1996 end-page: 202 ident: bb0110 article-title: Latent semantic analysis for text-based research publication-title: Behav. Res. Methods Instrum. Comput. – start-page: 91 year: 2003 end-page: 109 ident: bb0295 article-title: Singular value decomposition and principal component analysis publication-title: A Practical Approach to Microarray Data Analysis – volume: 38 start-page: 333 year: 2010 end-page: 344 ident: bb0130 article-title: Hybridizing logistic regression with product unit and rbf networks for accurate detection and prediction of banking crises publication-title: Omega – volume: 9 start-page: 339 year: 2002 end-page: 349 ident: bb0325 article-title: The crm imperative—practice vs theory in the telecommunications industry publication-title: J. Database Market. – volume: 36 start-page: 367 year: 2011 end-page: 383 ident: bb0030 article-title: Data augmentation by predicting spending pleasure using commercially available external data publication-title: J. Intell. Inf. Syst. – volume: 1 start-page: 60 year: 2009 end-page: 76 ident: bb0125 article-title: A survey of text mining techniques and applications publication-title: J. emerg. technol. web intell. – year: 2012 ident: bb0045 article-title: The Importance of ‘Big Data’: A Definition – volume: 31 start-page: 651 year: 2010 end-page: 666 ident: bb0155 article-title: Data clustering: 50 years beyond k-means publication-title: Pattern Recogn. Lett. – start-page: 21 year: 2010 end-page: 35 ident: bb0025 article-title: Algebraic techniques for multilingual document clustering publication-title: Text Mining: Applications and Theory – volume: 16 start-page: 38 year: 2006 end-page: 43 ident: bb0320 article-title: Developing new business strategies in b2b markets by combining crm concepts and online databases publication-title: Compet. Rev.: An Int. Bus. J. inc. J. Glob. Compet. – volume: 40 start-page: 882 year: 2012 end-page: 890 ident: bb0015 article-title: An application of multicriteria decision aid models in the prediction of open market share repurchases publication-title: Omega – start-page: 946 year: 2008 end-page: 953 ident: bb0215 article-title: Customer targeting models using actively-selected web content publication-title: Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining – start-page: 1275 year: 2009 end-page: 1284 ident: bb0210 article-title: Sentiment analysis of blogs by combining lexical knowledge with text classification publication-title: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining – volume: 17 start-page: 219 year: 2004 end-page: 227 ident: bb0055 article-title: A multilingual text mining approach to web cross-lingual text retrieval publication-title: Knowl.-Based Syst. – start-page: 49 year: 2008 end-page: 56 ident: bb0145 article-title: Similarity measures for text document clustering publication-title: Proceedings of the Sixth New Zealand Computer Science Research Student Conference (NZCSRSC2008) – volume: 32 start-page: 365 year: 2012 end-page: 378 ident: bb0245 article-title: Social media's influence on business-to-business sales performance publication-title: J. Pers. Sell. Sales Manag. – start-page: 143 year: 2007 end-page: 152 ident: bb0065 article-title: Cross-language information retrieval using parafac2 publication-title: Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining – start-page: 447 year: 2000 end-page: 456 ident: bb0070 article-title: Identifying prospective customers publication-title: Proceedings of the 6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining – volume: 29 start-page: 580 year: 2011 end-page: 592 ident: bb0270 article-title: Segmenting the energy market: problems and successes publication-title: Mark. Intell. Plan. – volume: 24 start-page: 108 year: 2009 end-page: 118 ident: bb0060 article-title: Relational governance in b2b electronic marketplaces: an updated typology publication-title: J. Bus. Ind. Mark. – volume: 24 start-page: 513 year: 1988 end-page: 523 ident: bb0255 article-title: Term-weighting approaches in automatic text retrieval publication-title: Inf. Process. Manag. – start-page: S16 year: 2009 end-page: S23 ident: bb0040 article-title: 50 Years of data mining and or: upcoming trends and challenges publication-title: J. Oper. Res. Soc. – volume: 42 start-page: 143 year: 2001 end-page: 175 ident: bb0095 article-title: Concept decompositions for large sparse text data using clustering publication-title: Mach. Learn. – year: 2010 ident: bb0275 article-title: Text Mining: Classification, Clustering, and Applications – volume: 50 start-page: 1 year: 2012 end-page: 22 ident: bb0050 article-title: Spherical k-means clustering publication-title: J. Stat. Softw. – start-page: 288 year: 2002 end-page: 299 ident: bb0180 article-title: The role of domain knowledge in a large scale data mining project publication-title: Methods and Applications of Artificial Intelligence. Vol. 2308 of Lecture Notes in Computer Science – volume: 13 start-page: 64 year: 12 2005 end-page: 75 ident: bb0185 article-title: A structured approach to b2b segmentation publication-title: J. Database Market. Cust. Strateg. Manag. – volume: 51 start-page: 727 year: 2011 end-page: 731 ident: bb0120 article-title: Information mining—reflections on recent advancements and the road ahead in data, text, and media mining publication-title: Decis. Support. Syst. – volume: 39 start-page: 2597 year: 2012 end-page: 2605 ident: bb0290 article-title: Analyzing existing customers websites to improve the customer acquisition process as well as the profitability prediction in b-to-b marketing publication-title: Expert Syst. Appl. – volume: 25 start-page: 343 year: 2007 end-page: 359 ident: bb0335 article-title: A new approach to customer targeting under conditions of information shortage publication-title: Mark. Intell. Plan. – volume: 60 start-page: 503 year: 2004 end-page: 520 ident: bb0235 article-title: Understanding inverse document frequency: on theoretical arguments for IDF publication-title: J. Doc. – volume: 21 start-page: 782 year: 1999 end-page: 791 ident: bb0340 article-title: On updating problems in latent semantic indexing publication-title: SIAM J. Sci. Comput. – start-page: 569 year: 2010 end-page: 575 ident: bb0240 article-title: Sensitivity analysis of k-fold cross validation in prediction error estimation publication-title: Pattern Analysis and Machine Intelligence, IEEE Transactions on 32 – volume: 23 start-page: 367 year: 2002 end-page: 375 ident: bb0005 article-title: Combining expert knowledge and data mining in a medical diagnosis domain publication-title: Expert Syst. Appl. – volume: 61 start-page: 106 year: 2014 end-page: 114 ident: bb0135 article-title: Knowledge map-based method for domain knowledge browsing publication-title: Decis. Support. Syst. – reference: Weiss, S. M., Indurkhya, N., Zhang, T., Damerau, F. J., 2005. New York: Springer. – volume: 77 start-page: 52 year: 2013 end-page: 67 ident: bb0250 article-title: The sales lead black hole: on sales reps' follow-up of marketing leads publication-title: J. Mark. – start-page: 37 year: 1995 end-page: 43 ident: bb0010 article-title: The role of domain knowledge in data mining publication-title: Proceedings of the Fourth International Conference on Information and Knowledge Management. CIKM '95. ACM, New York, NY, USA – volume: 108 start-page: 755 year: 2013 end-page: 770 ident: bb0285 article-title: Multinomial inverse regression for text analysis publication-title: J. Am. Stat. Assoc. – volume: 27 start-page: 246 year: 2009 end-page: 267 ident: bb0175 article-title: What signifies success in e-CRM? publication-title: Mark. Intell. Plan. – start-page: 192 year: 1977 end-page: 239 ident: bb0115 article-title: Least squares and the singular value decomposition publication-title: Computer Methods for Mathematical Computations – volume: 59 start-page: 296 year: 2014 end-page: 311 ident: bb0220 article-title: Floppies: a framework for large-scale ontology population of product information from tabular data in e-commerce stores publication-title: Decis. Support. Syst. – start-page: 58 year: 2000 end-page: 64 ident: bb0280 article-title: Impact of similarity measures on web-page clustering publication-title: Workshop on Artificial Intelligence for Web Search (AAAI 2000) – volume: vol. 10 start-page: 707 year: 1966 ident: bb0195 article-title: Binary codes capable of correcting deletions, insertions and reversals publication-title: Soviet Physics Doklady – volume: 40 start-page: 882 year: 2012 ident: 10.1016/j.dss.2015.12.002_bb0015 article-title: An application of multicriteria decision aid models in the prediction of open market share repurchases publication-title: Omega doi: 10.1016/j.omega.2012.01.009 – volume: 13 start-page: 76 year: 2005 ident: 10.1016/j.dss.2015.12.002_bb0150 article-title: CRM: from ‘art to science’ publication-title: J. Database Market. Cust. Strateg. Manag. – volume: 31 start-page: 651 year: 2010 ident: 10.1016/j.dss.2015.12.002_bb0155 article-title: Data clustering: 50 years beyond k-means publication-title: Pattern Recogn. Lett. doi: 10.1016/j.patrec.2009.09.011 – volume: 68 start-page: 26 issue: 0 year: 2014 ident: 10.1016/j.dss.2015.12.002_bb0105 article-title: Sentiment analysis: Bayesian ensemble learning publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2014.10.004 – volume: 60 start-page: 1096 issue: 8 year: 2009 ident: 10.1016/j.dss.2015.12.002_bb0200 article-title: Domain knowledge integration in data mining using decision tables: case studies in churn prediction publication-title: J. Oper. Res. Soc. doi: 10.1057/jors.2008.161 – ident: 10.1016/j.dss.2015.12.002_bb0310 – start-page: 91 year: 2003 ident: 10.1016/j.dss.2015.12.002_bb0295 article-title: Singular value decomposition and principal component analysis – volume: 42 start-page: 544 year: 2013 ident: 10.1016/j.dss.2015.12.002_bb0085 article-title: Model-supported business-to-business prospect prediction based on an iterative customer acquisition framework publication-title: Ind. Mark. Manag. doi: 10.1016/j.indmarman.2013.03.006 – start-page: 192 year: 1977 ident: 10.1016/j.dss.2015.12.002_bb0115 article-title: Least squares and the singular value decomposition – volume: 39 start-page: 12105 issue: 15 year: 2012 ident: 10.1016/j.dss.2015.12.002_bb0035 article-title: Including spatial interdependence in customer acquisition models: a cross-category comparison publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2012.04.008 – start-page: 288 year: 2002 ident: 10.1016/j.dss.2015.12.002_bb0180 article-title: The role of domain knowledge in a large scale data mining project – volume: 59 start-page: 296 issue: 0 year: 2014 ident: 10.1016/j.dss.2015.12.002_bb0220 article-title: Floppies: a framework for large-scale ontology population of product information from tabular data in e-commerce stores publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2014.01.001 – start-page: 58 year: 2000 ident: 10.1016/j.dss.2015.12.002_bb0280 article-title: Impact of similarity measures on web-page clustering – volume: 9 start-page: 339 issue: 4 year: 2002 ident: 10.1016/j.dss.2015.12.002_bb0325 article-title: The crm imperative—practice vs theory in the telecommunications industry publication-title: J. Database Market. – volume: 41 start-page: 391 year: 1990 ident: 10.1016/j.dss.2015.12.002_bb0080 article-title: Indexing by latent semantic analysis publication-title: J. Am. Soc. Inf. Sci. doi: 10.1002/(SICI)1097-4571(199009)41:6<391::AID-ASI1>3.0.CO;2-9 – volume: 25 start-page: 1 issue: 5 year: 2008 ident: 10.1016/j.dss.2015.12.002_bb0100 article-title: Text mining infrastructure in R publication-title: J. Stat. Softw. doi: 10.18637/jss.v025.i05 – volume: 61 start-page: 106 issue: 0 year: 2014 ident: 10.1016/j.dss.2015.12.002_bb0135 article-title: Knowledge map-based method for domain knowledge browsing publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2014.02.001 – start-page: 569 year: 2010 ident: 10.1016/j.dss.2015.12.002_bb0240 article-title: Sensitivity analysis of k-fold cross validation in prediction error estimation – volume: 61 start-page: 300 issue: 4 year: 2008 ident: 10.1016/j.dss.2015.12.002_bb0160 article-title: Marketing operations efficiency and the internet: an organizing framework publication-title: J. Bus. Res. doi: 10.1016/j.jbusres.2007.06.019 – ident: 10.1016/j.dss.2015.12.002_bb0315 – volume: 17 start-page: 219 year: 2004 ident: 10.1016/j.dss.2015.12.002_bb0055 article-title: A multilingual text mining approach to web cross-lingual text retrieval publication-title: Knowl.-Based Syst. doi: 10.1016/j.knosys.2004.04.001 – volume: 2 start-page: 37 year: 2011 ident: 10.1016/j.dss.2015.12.002_bb0230 article-title: Evaluation: From Precision, Recall and F-Measure to ROC, Informedness, Markedness and Correlation publication-title: Journal of Machine Learning Technologies – volume: 36 start-page: 367 issue: 3 year: 2011 ident: 10.1016/j.dss.2015.12.002_bb0030 article-title: Data augmentation by predicting spending pleasure using commercially available external data publication-title: J. Intell. Inf. Syst. doi: 10.1007/s10844-009-0111-x – volume: 1 start-page: 60 year: 2009 ident: 10.1016/j.dss.2015.12.002_bb0125 article-title: A survey of text mining techniques and applications publication-title: J. emerg. technol. web intell. – volume: vol. 10 start-page: 707 year: 1966 ident: 10.1016/j.dss.2015.12.002_bb0195 article-title: Binary codes capable of correcting deletions, insertions and reversals – volume: 42 start-page: 143 year: 2001 ident: 10.1016/j.dss.2015.12.002_bb0095 article-title: Concept decompositions for large sparse text data using clustering publication-title: Mach. Learn. doi: 10.1023/A:1007612920971 – volume: 77 start-page: 52 year: 2013 ident: 10.1016/j.dss.2015.12.002_bb0250 article-title: The sales lead black hole: on sales reps' follow-up of marketing leads publication-title: J. Mark. doi: 10.1509/jm.10.0047 – volume: 24 start-page: 513 year: 1988 ident: 10.1016/j.dss.2015.12.002_bb0255 article-title: Term-weighting approaches in automatic text retrieval publication-title: Inf. Process. Manag. doi: 10.1016/0306-4573(88)90021-0 – year: 2010 ident: 10.1016/j.dss.2015.12.002_bb0275 – start-page: 447 year: 2000 ident: 10.1016/j.dss.2015.12.002_bb0070 article-title: Identifying prospective customers – volume: 23 start-page: 367 issue: 4 year: 2002 ident: 10.1016/j.dss.2015.12.002_bb0005 article-title: Combining expert knowledge and data mining in a medical diagnosis domain publication-title: Expert Syst. Appl. doi: 10.1016/S0957-4174(02)00072-6 – volume: 26 start-page: 1 year: 2008 ident: 10.1016/j.dss.2015.12.002_bb0330 article-title: Interpreting TF-IDF term weights as making relevance decisions publication-title: ACM Trans. Inf. Syst. doi: 10.1145/1361684.1361686 – volume: 51 start-page: 727 issue: 4 year: 2011 ident: 10.1016/j.dss.2015.12.002_bb0120 article-title: Information mining—reflections on recent advancements and the road ahead in data, text, and media mining publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2011.01.008 – volume: 29 start-page: 351 year: 1973 ident: 10.1016/j.dss.2015.12.002_bb0260 article-title: On the specification of term values in automatic indexing publication-title: J. Doc. doi: 10.1108/eb026562 – start-page: 37 year: 1995 ident: 10.1016/j.dss.2015.12.002_bb0010 article-title: The role of domain knowledge in data mining – volume: 38 start-page: 333 year: 2010 ident: 10.1016/j.dss.2015.12.002_bb0130 article-title: Hybridizing logistic regression with product unit and rbf networks for accurate detection and prediction of banking crises publication-title: Omega doi: 10.1016/j.omega.2009.11.001 – volume: 57 start-page: 64 issue: 0 year: 2014 ident: 10.1016/j.dss.2015.12.002_bb0305 article-title: Exploiting poly-lingual documents for improving text categorization effectiveness publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2013.08.001 – volume: 29 start-page: 580 issue: 6 year: 2011 ident: 10.1016/j.dss.2015.12.002_bb0270 article-title: Segmenting the energy market: problems and successes publication-title: Mark. Intell. Plan. doi: 10.1108/02634501111166094 – volume: 16 start-page: 38 year: 2006 ident: 10.1016/j.dss.2015.12.002_bb0320 article-title: Developing new business strategies in b2b markets by combining crm concepts and online databases publication-title: Compet. Rev.: An Int. Bus. J. inc. J. Glob. Compet. – start-page: S16 year: 2009 ident: 10.1016/j.dss.2015.12.002_bb0040 article-title: 50 Years of data mining and or: upcoming trends and challenges publication-title: J. Oper. Res. Soc. doi: 10.1057/jors.2008.171 – volume: 50 start-page: 1 year: 2012 ident: 10.1016/j.dss.2015.12.002_bb0050 article-title: Spherical k-means clustering publication-title: J. Stat. Softw. – volume: 62 start-page: 43 issue: 0 year: 2014 ident: 10.1016/j.dss.2015.12.002_bb0140 article-title: Multi-lingual support for lexicon-based sentiment analysis guided by semantics publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2014.03.004 – volume: 24 start-page: 108 issue: 2 year: 2009 ident: 10.1016/j.dss.2015.12.002_bb0060 article-title: Relational governance in b2b electronic marketplaces: an updated typology publication-title: J. Bus. Ind. Mark. doi: 10.1108/08858620910931721 – volume: 21 start-page: 395 issue: 6 year: 2006 ident: 10.1016/j.dss.2015.12.002_bb0225 article-title: The three key linkages: improving the connections between marketing and sales publication-title: J. Bus. Ind. Mark. doi: 10.1108/08858620610690155 – start-page: 49 year: 2008 ident: 10.1016/j.dss.2015.12.002_bb0145 article-title: Similarity measures for text document clustering – start-page: 143 year: 2007 ident: 10.1016/j.dss.2015.12.002_bb0065 article-title: Cross-language information retrieval using parafac2 – volume: 60 start-page: 503 year: 2004 ident: 10.1016/j.dss.2015.12.002_bb0235 article-title: Understanding inverse document frequency: on theoretical arguments for IDF publication-title: J. Doc. doi: 10.1108/00220410410560582 – volume: 9 start-page: 153 year: 2001 ident: 10.1016/j.dss.2015.12.002_bb0265 article-title: Fuzzy modeling of client preference from large data sets: an application to target selection in direct marketing publication-title: IEEE Trans. Fuzzy Syst. doi: 10.1109/91.917121 – volume: 22 start-page: 295 year: 2006 ident: 10.1016/j.dss.2015.12.002_bb0020 article-title: Managing for successful customer acquisition: an exploration publication-title: J. Mark. Manag. – start-page: 21 year: 2010 ident: 10.1016/j.dss.2015.12.002_bb0025 article-title: Algebraic techniques for multilingual document clustering – volume: 10 start-page: 507 issue: 4 year: 2006 ident: 10.1016/j.dss.2015.12.002_bb0170 article-title: Multilingualism and commercial language practices on the internet publication-title: J. Socioling. doi: 10.1111/j.1467-9841.2006.00290.x – volume: 27 start-page: 246 issue: 2 year: 2009 ident: 10.1016/j.dss.2015.12.002_bb0175 article-title: What signifies success in e-CRM? publication-title: Mark. Intell. Plan. doi: 10.1108/02634500910945011 – volume: 16 start-page: 279 year: 2005 ident: 10.1016/j.dss.2015.12.002_bb0165 article-title: Choice models and customer relationship management publication-title: Mark. Lett. doi: 10.1007/s11002-005-5892-2 – volume: 13 start-page: 64 issue: 1 year: 2005 ident: 10.1016/j.dss.2015.12.002_bb0185 article-title: A structured approach to b2b segmentation publication-title: J. Database Market. Cust. Strateg. Manag. – volume: 21 start-page: 782 year: 1999 ident: 10.1016/j.dss.2015.12.002_bb0340 article-title: On updating problems in latent semantic indexing publication-title: SIAM J. Sci. Comput. doi: 10.1137/S1064827597329266 – volume: 15 start-page: 926 issue: 9 year: 1993 ident: 10.1016/j.dss.2015.12.002_bb0205 article-title: Computation of normalized edit distance and applications publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/34.232078 – volume: 32 start-page: 365 year: 2012 ident: 10.1016/j.dss.2015.12.002_bb0245 article-title: Social media's influence on business-to-business sales performance publication-title: J. Pers. Sell. Sales Manag. – volume: 25 start-page: 343 year: 2007 ident: 10.1016/j.dss.2015.12.002_bb0335 article-title: A new approach to customer targeting under conditions of information shortage publication-title: Mark. Intell. Plan. doi: 10.1108/02634500710754583 – year: 2012 ident: 10.1016/j.dss.2015.12.002_bb0045 – volume: 45 start-page: 606 year: 2008 ident: 10.1016/j.dss.2015.12.002_bb0300 article-title: A latent semantic indexing-based approach to multilingual document clustering publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2007.07.008 – start-page: 946 year: 2008 ident: 10.1016/j.dss.2015.12.002_bb0215 article-title: Customer targeting models using actively-selected web content – volume: 39 start-page: 2597 year: 2012 ident: 10.1016/j.dss.2015.12.002_bb0290 article-title: Analyzing existing customers websites to improve the customer acquisition process as well as the profitability prediction in b-to-b marketing publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2011.08.115 – volume: 59 start-page: 250 issue: 0 year: 2014 ident: 10.1016/j.dss.2015.12.002_bb0190 article-title: Discovering content-based behavioral roles in social networks publication-title: Decis. Support. Syst. doi: 10.1016/j.dss.2013.12.004 – start-page: 1275 year: 2009 ident: 10.1016/j.dss.2015.12.002_bb0210 article-title: Sentiment analysis of blogs by combining lexical knowledge with text classification – volume: 108 start-page: 755 issue: 503 year: 2013 ident: 10.1016/j.dss.2015.12.002_bb0285 article-title: Multinomial inverse regression for text analysis publication-title: J. Am. Stat. Assoc. doi: 10.1080/01621459.2012.734168 – volume: 79 start-page: 24 year: 2015 ident: 10.1016/j.dss.2015.12.002_bb0075 article-title: A Bayesian approach for incorporating expert opinions into decision support systems: a case study of online consumer-satisfaction detection publication-title: Decis. Support Syst. doi: 10.1016/j.dss.2015.07.006 – volume: 40 start-page: 2007 year: 2013 ident: 10.1016/j.dss.2015.12.002_bb0090 article-title: Predicting customer profitability during acquisition: finding the optimal combination of data source and data mining technique publication-title: Expert Syst. Appl. doi: 10.1016/j.eswa.2012.10.023 – volume: 28 start-page: 197 year: 1996 ident: 10.1016/j.dss.2015.12.002_bb0110 article-title: Latent semantic analysis for text-based research publication-title: Behav. Res. Methods Instrum. Comput. doi: 10.3758/BF03204765 |
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