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A terms mining and clustering technique for surveying network and content analysis of academic groups exploration

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Abstract

In recent years, the growing industry of hospitality and tourism has promoted the development of academics, and produced a lot of multiple issues and methodologies in these areas. It showed the reputation of academics in hospitality and tourism are more abundant in Taiwan. Therefore, a content analysis approach was used to analyze the research articles written by Taiwanese in international tourism and hospitality journals, and this study can show the industry trend, research preference of scholar and the relationship of corporation between authors in Taiwan. This paper aims to provide an overview 345 of articles published from 2000 to 2014, with the journals selected from ten leading journals of hospitality and tourism, that are Annals of Tourism Research Tourism Management, Cornell Hotel Quarterly, International Journal of Hospitality Management, Journal of Hospitality and Tourism Research, Journal of Travel Research, International Journal of Contemporary Hospitality Management, Journal of Sustainable Tourism, Leisure Sciences and Tourism Geographies. This study found that academic performance focused on particular scholars through listed ranking of author in publication of hospitality and tourism. Hence, this study used graph social clustering analysis to compare the relationship between authors.

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References

  1. Park, K., Phillips, W.J., Canter, D.D., Abbott, J.: Hospitality and tourism research rankings by author, university, and country using six major journals: the first decade of the new millennium. J. Hosp. Tour. Res. 35(3), 381–416 (2011)

    Article  Google Scholar 

  2. Liang, A.R.D., Lim, W.M.: Exploring the online buying behavior of specialty food shoppers. Int. J. Hosp. Manag. 30(4), 855–865 (2011)

    Article  Google Scholar 

  3. Chen, C.F., Tsai, M.H.: Perceived value, satisfaction, and loyalty of TV travel product shopping: involvement as a moderator. Tour. Manag. 29(6), 1166–1171 (2008)

    Article  Google Scholar 

  4. Chen, C.F., Chiou-Wei, S.Z.: Tourism expansion, tourism uncertainty and economic growth: new evidence from Taiwan and Korea. Tour. Manag. 30(6), 812–818 (2009)

    Article  Google Scholar 

  5. Jang, Soo Cheong, Chen, Ming-Hsiang: Financial portfolio approach to optimal tourist market mixes. Tour. Manag. 29(4), 761–770 (2008)

    Article  Google Scholar 

  6. Yang, J.T.: Identifying the attributes of blue ocean strategies in hospitality. Int. J. Contemp. Hosp. Manag. 24(5), 701–720 (2012)

    Article  Google Scholar 

  7. Chu, K.H.L., Murrmann, S.K.: Development and validation of the hospitality emotional labor scale. Tour. Manag. 27(6), 1181–1191 (2006)

    Article  Google Scholar 

  8. Lin, L., Horng, J.S., Chen, Y.C., Tsai, C.Y.: Factors affecting hotel human resource demand in Taiwan. Int. J. Contemp. Hosp. Manag. 30(2), 312–318 (2011)

    Article  Google Scholar 

  9. Wu, Y.Y., Wang, H.L., Ho, Y.F.: Urban ecotourism: defining and assessing dimensions using fuzzy number construction. Tour. Manag. 31(6), 739–743 (2010)

    Article  Google Scholar 

  10. Chiu, Y.T.H., Lee, W.I., Chen, T.H.: Environmentally responsible behavior in ecotourism: antecedents and implications. Tour. Manag. 40, 321–329 (2014)

    Article  Google Scholar 

  11. Hsiao, T.Y., Chuang, C.M., Kuo, N.W., Yu, S.M.F.: Establishing attributes of an environmental management system for green hotel evaluation. Int. J. Contemp. Hosp. Manag. 36, 197–208 (2014)

    Article  Google Scholar 

  12. Severt, D.E., Tesone, D.V., Bottorff, T.J., Carpenter, M.L.: A world ranking of the top 100 hospitality and tourism program. J. Hosp. Tour. Res. 33(4), 451–470 (2009)

    Article  Google Scholar 

  13. Borgatti, S.P., Everett, M.G.: Network analysis of 2-mode data. Soc. Netw. 19(3), 243–269 (1998)

    Article  Google Scholar 

  14. Wellman, B.: For a social network analysis of computer networks: A sociological perspective on collaborative work and virtual community, Proceedings of the 1996 ACM SIGCPR/SIGMIS Conference, Denver (1996)

  15. Garton, L., Haythornthwaite, C., and Wellman, B.: Studying online social networks, J. Comput. Med. Commun., 3(1). From http://jcmc.indiana.edu/vol3/issue1/garton.html (1997)

  16. Knoke, D., Kuklinski, J.H.: Network Analysis. SAGE, Newbury Park (1982)

    Google Scholar 

  17. Shih, H.-Y.: Network characteristics of drive tourism destinations: an application of network analysis in tourism. Tour. Manag. 27(5), 1029–1039 (2006)

    Article  Google Scholar 

  18. Baggio, R.: Symptoms of complexity in a tourism system. Tour. Anal. 13(1), 1–20 (2008)

    Article  Google Scholar 

  19. Pavlovich, K.: The evolution and transformation of a tourism destination network: the Waitomo Caves, New Zealand. Tour. Manag. 24(2), 203–216 (2003)

    Article  Google Scholar 

  20. Baggio, R., Scott, N., Cooper, C.: Network science: a review focused on tourism. Ann. Tour. Res. 37(3), 802–827 (2010)

    Article  Google Scholar 

  21. Bankes, S.: Exploratory modeling for policy analysis. Oper. Res. 41, 435–449 (1993)

    Article  Google Scholar 

  22. Holling, C.: Adaptive Environmental Assessment and Management. Wiley, New York (1978)

    Google Scholar 

  23. Ritter, T.I., Johnston, W.: Managing in complex business networks. Ind. Market. Manag. 33, 175–183 (2004)

    Article  Google Scholar 

  24. McKercher, B., Law, R., Lam, T.: Rating tourism and hospitality journals. Tour. Manag. 27, 1235–1252 (2006)

    Article  Google Scholar 

  25. Parnell, J.A.: Assessing management journal quality: a meth-ideological critique and empirical analysis. MidAtl. J. Bus. South orange 33(1), 69–83 (1997)

    Google Scholar 

  26. Weaver, P.A., McCleary, K.W.: Academic contributors: an analysis of academic contributors to four major hospitality journals. Ohio Hosp. J. 2, 6–11 (1989)

    Google Scholar 

  27. Rutherford, D.G., Samenfink, W.: Most frequent contributors to the hospitality literature. Hosp. Res. J. 16(1), 23–40 (1992)

    Google Scholar 

  28. Wood, R.H., Schmidgall, R.S.: Hospitality’s influential authors: using citation analysis to evaluate the research contributions of hospitality faculty and programs. Hosp. Tour. Educ. 7(1), 33–40 (1995)

    Google Scholar 

  29. Sheldon, P.J.: Journals in tourism and hospitality: the perception of publishing factuality. J. Tour. Stud. 1(1), 42–49 (1990)

    Google Scholar 

  30. Chon, K., Evans, M.R., Sutherlin, D.: Trends in hospitality management literature: a content analysis. Hosp. Res. J. 13(1), 483–491 (1989)

    Article  Google Scholar 

  31. Crawford-Welch, S., McCleary, K.W.: An identification of the subject areas and research techniques used in five hospitality-related journals. Int. J. Hosp. Manag. 11(2), 155–167 (1992)

    Article  Google Scholar 

  32. Ryan, C.: The ranking and rating of academics and journals in tourism research. Tour. Manag. 26(6), 657–662 (2005)

    Article  Google Scholar 

  33. Vastag, G., Montabon, F.: Journal characteristics, ranking and social acculturation in operations management. Omega 30(2), 113–126 (2002)

    Article  Google Scholar 

  34. Ferreira, R., DeFranco, A., Rappole, C.: Rating the hospitality journals. Int. J. Hosp. Manag. 13, 209–218 (1994)

    Article  Google Scholar 

  35. McKercher, B.: A case for ranking tourism journals. Tour. Manag. 26, 649–651 (2005)

    Article  Google Scholar 

  36. Pechlaner, H., Zehrer, A., Matzler, K., Abfalter, D.: A ranking of international tourism and hospitality journal. J. travel Res. 42, 328–332 (2004)

    Article  Google Scholar 

  37. Tsang, N.K.F., Hsu, C.H.C.: Thirty years of research on tourism and hospitality management in China: a review and analysis of journal publications. Int. J. Hosp. Manag. 30(4), 886–896 (2011)

    Article  Google Scholar 

  38. Svensson, G., Svaeri, S., Einarsen, K.: Empirical characteristics’ of scholarly journals in hospitality and tourism research: an assessment. Int. J. Hosp. Manag. 28(3), 470–483 (2009)

    Article  Google Scholar 

  39. Jogaratnam, G., Chon, K., Mcleary, K., Mena, M., Yoo, J.: An analysis of institutional contributors to three major academic tourism journals: 1992–2001. Tour. Manag. 26(5), 641–648 (2005)

    Article  Google Scholar 

  40. Xiao, H., Smith, S.: The making of tourism research: insights from a social sciences journal. Ann. Tour. Res. 33, 490–507 (2006)

    Article  Google Scholar 

  41. Singh, N., Hu, C., Roehl, W.S.: Text mining a decade of progress in hospitality human resource management research: identifying emerging thematic development. Int. J. Hosp. Manag. 26(1), 131–147 (2007)

    Article  Google Scholar 

  42. Pike, S.: Destination image analysis—a review of 142 papers from 1973 to 2000. Tour. Manag. 23(5), 541–549 (2002)

    Article  Google Scholar 

  43. Wang, L., Law, R., Hung, K., Guillet, B.D.: Consumer trust in tourism and hospitality: a review of the literature. J. Hosp. Tour. Manag. 21, 1–9 (2014)

    Article  Google Scholar 

  44. Baloglu, S., Assante, L.M.: A content analysis of subject areas and research methods used in five hospitality management journals. J. Hosp. Tour. Res. 23(1), 53–70 (1999)

    Article  Google Scholar 

  45. Ballantyne, R., Packer, J., Axelsen, M.: Trends in tourism research. Ann. Tour. Res. 36, 149–152 (2009)

    Article  Google Scholar 

  46. Law, R., Leung, D., Cheung, C.: A systematic review, analysis, and evaluation of research articles in the cornell hospitality quarterly. Cornell Hosp. Quart. 53(4), 365–381 (2012)

    Article  Google Scholar 

  47. Zhang, G.: Tourism Research in China. The Haworth Hospitality Press Inc, New York (2003)

    Google Scholar 

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Chen, CC., Fu, X. & Chang, CY. A terms mining and clustering technique for surveying network and content analysis of academic groups exploration. Cluster Comput 20, 43–52 (2017). https://doi.org/10.1007/s10586-016-0711-5

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  • DOI: https://doi.org/10.1007/s10586-016-0711-5

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