Skip to main content
Erschienen in: Artificial Intelligence Review 2/2020

29.01.2019

Evaluating the websites of academic departments through SEO criteria: a hesitant fuzzy linguistic MCDM approach

verfasst von: Barış Özkan, Eren Özceylan, Mehmet Kabak, Metin Dağdeviren

Erschienen in: Artificial Intelligence Review | Ausgabe 2/2020

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Search Engine Optimization (SEO) is the process of managing web content in a manner that elevates page rankings in search engines. Among other sectors, academic world is one of the number-one categories for search based on the percentage of web traffic generated through search engine referrals. However, SEO includes a number of factors grouped into two as ‘on page’ and ‘off page.’ To obtain maximum benefit from SEO, relevant factors/criteria should be considered using multi-criteria decision making (MCDM) methods. The focus of this paper is to consider SEO criteria evaluation as a MCDM problem in which the criteria are in different priority levels and the criteria values take the form of hesitant fuzzy linguistic term sets to facilitate the elicitation of information in hesitate situations. A three-step solution approach is developed: (i) determination of 21 SEO criteria, such as page loading time, page size and meta-keyword (ii) prioritizing the criteria using hesitant fuzzy analytic hierarchy process, and (iii) ranking 70 Turkish websites of the industrial engineering departments using Technique for Order Preference by Similarity to Ideal Solution. The results show that trust flow and XML sitemap are the determinant criteria among others. Using the proposed method, web designers can approach SEO from weighted criteria perspective.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Anhänge
Nur mit Berechtigung zugänglich
Literatur
Zurück zum Zitat Akincilar A, Dagdeviren M (2014) A hybrid multi-criteria decision making model to evaluate hotel websites. Int J Hosp Manag 36:263–271 Akincilar A, Dagdeviren M (2014) A hybrid multi-criteria decision making model to evaluate hotel websites. Int J Hosp Manag 36:263–271
Zurück zum Zitat Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20(1):87–96MATH Atanassov KT (1986) Intuitionistic fuzzy sets. Fuzzy Sets Syst 20(1):87–96MATH
Zurück zum Zitat Auinger A, Brandtner P, Großdeßner P, Holzinger A (2012) Search engine optimization meets e-business—a theory-based evaluation: findability and usability as key success factors. In: International conference on e-business, pp 237–250 Auinger A, Brandtner P, Großdeßner P, Holzinger A (2012) Search engine optimization meets e-business—a theory-based evaluation: findability and usability as key success factors. In: International conference on e-business, pp 237–250
Zurück zum Zitat Aydin S, Kahraman C (2012) Evaluation of e-commerce website quality using fuzzy multi-criteria decision making approach. IAENG Int J Comput Sci 39(1):64–70 Aydin S, Kahraman C (2012) Evaluation of e-commerce website quality using fuzzy multi-criteria decision making approach. IAENG Int J Comput Sci 39(1):64–70
Zurück zum Zitat Baye MR, Santos BD, Wildenbeest MR (2016) Search engine optimization: what drives organic traffic to retail sites? J Econ Manag Strategy 25(1):6–31 Baye MR, Santos BD, Wildenbeest MR (2016) Search engine optimization: what drives organic traffic to retail sites? J Econ Manag Strategy 25(1):6–31
Zurück zum Zitat Bilsel RU, Buyukozkan G, Ruan D (2006) A fuzzy preference-ranking model for a quality evaluation of hospital web sites. Int J Intell Syst 21(11):1181–1197MATH Bilsel RU, Buyukozkan G, Ruan D (2006) A fuzzy preference-ranking model for a quality evaluation of hospital web sites. Int J Intell Syst 21(11):1181–1197MATH
Zurück zum Zitat Bustince H, Fernandez J, Kolesarova A, Mesiar R (2013) Generation of linear orders for intervals by means of aggregation functions. Fuzzy Sets Syst 220:69–77MathSciNetMATH Bustince H, Fernandez J, Kolesarova A, Mesiar R (2013) Generation of linear orders for intervals by means of aggregation functions. Fuzzy Sets Syst 220:69–77MathSciNetMATH
Zurück zum Zitat Buyukozkan G, Guleryuz S (2016) Multi criteria evaluation of logistics firms’ web site performance. J Fac Eng Archit Gazi Univ 31(4):889–902 Buyukozkan G, Guleryuz S (2016) Multi criteria evaluation of logistics firms’ web site performance. J Fac Eng Archit Gazi Univ 31(4):889–902
Zurück zum Zitat Ching-Lai H, Yoon K (1981) Multiple attribute decision making: methods and applications. Springer, BerlinMATH Ching-Lai H, Yoon K (1981) Multiple attribute decision making: methods and applications. Springer, BerlinMATH
Zurück zum Zitat Chou WC, Cheng YP (2012) A hybrid fuzzy MCDM approach for evaluating website quality of professional accounting firms. Expert Syst Appl 39(3):2783–2793MathSciNet Chou WC, Cheng YP (2012) A hybrid fuzzy MCDM approach for evaluating website quality of professional accounting firms. Expert Syst Appl 39(3):2783–2793MathSciNet
Zurück zum Zitat Dubois D, Prade H (2000) Fundamentals of fuzzy sets. Springer, New YorkMATH Dubois D, Prade H (2000) Fundamentals of fuzzy sets. Springer, New YorkMATH
Zurück zum Zitat Ecer F (2014) A hybrid banking websites quality evaluation model using AHP and COPRAS-G: a Turkey case. Technol Econ Dev Econ 20(4):758–782 Ecer F (2014) A hybrid banking websites quality evaluation model using AHP and COPRAS-G: a Turkey case. Technol Econ Dev Econ 20(4):758–782
Zurück zum Zitat Egri G, Bayrak C (2014) The role of search engine optimization on keeping the user on the site. Procedia Comput Sci 36:335–342 Egri G, Bayrak C (2014) The role of search engine optimization on keeping the user on the site. Procedia Comput Sci 36:335–342
Zurück zum Zitat Enge E, Spencer S, Stricchiola JC (2015) The art of SEO mastering search engine optimization, 3rd edn. O’Reilly Media Press, Sebastopol Enge E, Spencer S, Stricchiola JC (2015) The art of SEO mastering search engine optimization, 3rd edn. O’Reilly Media Press, Sebastopol
Zurück zum Zitat Evans MP (2007) Analysing Google rankings through search engine optimization data. Internet Res Electron Netw Appl Policy 17(1):21–37 Evans MP (2007) Analysing Google rankings through search engine optimization data. Internet Res Electron Netw Appl Policy 17(1):21–37
Zurück zum Zitat Ferraz R (2015) Exploring web attributes related to image accessibility and their impact on search engine indexing. Procedia Comput Sci 67:171–184 Ferraz R (2015) Exploring web attributes related to image accessibility and their impact on search engine indexing. Procedia Comput Sci 67:171–184
Zurück zum Zitat Garg R, Jain D (2017), Fuzzy multi-attribute decision making evaluation of e-learning websites using FAHP, COPRAS, VIKOR, WDBA. Decis Sci Lett 6(4):351–364 Garg R, Jain D (2017), Fuzzy multi-attribute decision making evaluation of e-learning websites using FAHP, COPRAS, VIKOR, WDBA. Decis Sci Lett 6(4):351–364
Zurück zum Zitat Gasparotto M (2014) Search engine optimization for the research librarian: a case study using the bibliography of U.S. Latina lesbian history and culture. Pract Acad Librariansh Int J SLA Acad Div 4(1):15–34 Gasparotto M (2014) Search engine optimization for the research librarian: a case study using the bibliography of U.S. Latina lesbian history and culture. Pract Acad Librariansh Int J SLA Acad Div 4(1):15–34
Zurück zum Zitat Giomelakis D, Veglis A (2016) Investigating search engine optimization factors in media websites. Digit Journal 4(3):379–400 Giomelakis D, Veglis A (2016) Investigating search engine optimization factors in media websites. Digit Journal 4(3):379–400
Zurück zum Zitat Gok C, Percin S (2016) DEMATEL-ANP-VIKOR approach for assessing the e-service quality of electronic shopping (e-shopping) sites. Anadolu Univ J Soc Sci 16(2):131–144 Gok C, Percin S (2016) DEMATEL-ANP-VIKOR approach for assessing the e-service quality of electronic shopping (e-shopping) sites. Anadolu Univ J Soc Sci 16(2):131–144
Zurück zum Zitat Gregurec I, Grd P (2012) Search engine optimization: website analysis of selected faculties in Croatia. In: European conference on information and intelligent systems, pp 211–218 Gregurec I, Grd P (2012) Search engine optimization: website analysis of selected faculties in Croatia. In: European conference on information and intelligent systems, pp 211–218
Zurück zum Zitat Hsu TH, Hung LC, Tang JW (2012) The multiple criteria and sub-criteria for electronic service quality evaluation: an interdependence perspective. Online Inf Rev 36(2):241–260 Hsu TH, Hung LC, Tang JW (2012) The multiple criteria and sub-criteria for electronic service quality evaluation: an interdependence perspective. Online Inf Rev 36(2):241–260
Zurück zum Zitat Hu YC (2009) Fuzzy multiple-criteria decision making in the determination of critical criteria for assessing service quality of travel websites. Expert Syst Appl 36(3):6439–6445 Hu YC (2009) Fuzzy multiple-criteria decision making in the determination of critical criteria for assessing service quality of travel websites. Expert Syst Appl 36(3):6439–6445
Zurück zum Zitat Ip C, Law R, Lee HA (2012) The evaluation of hotel website functionality by fuzzy analytic hierarchy process. J Travel Tour Mark 29(3):263–278 Ip C, Law R, Lee HA (2012) The evaluation of hotel website functionality by fuzzy analytic hierarchy process. J Travel Tour Mark 29(3):263–278
Zurück zum Zitat Kabak M, Ozceylan E, Dagdeviren M, Genc T (2017) Evaluation of distance education websites: a hybrid multicriteria approach. Turk J Electr Eng Comput Sci 25:2809–2819 Kabak M, Ozceylan E, Dagdeviren M, Genc T (2017) Evaluation of distance education websites: a hybrid multicriteria approach. Turk J Electr Eng Comput Sci 25:2809–2819
Zurück zum Zitat Kang D, Jang W, Park Y (2016) Evaluation of e-commerce websites using fuzzy hierarchical TOPSIS based on E-S-QUAL. Appl Soft Comput 42:53–65 Kang D, Jang W, Park Y (2016) Evaluation of e-commerce websites using fuzzy hierarchical TOPSIS based on E-S-QUAL. Appl Soft Comput 42:53–65
Zurück zum Zitat Kaya T (2010) Multi-attribute evaluation of website quality in e-business using an integrated fuzzy AHP-TOPSIS methodology. Int J Comput Intell Syst 3(3):301–314 Kaya T (2010) Multi-attribute evaluation of website quality in e-business using an integrated fuzzy AHP-TOPSIS methodology. Int J Comput Intell Syst 3(3):301–314
Zurück zum Zitat Kim G, Park CS, Yoon KP (1997) Identifying investment opportunities for advanced manufacturing systems with comparative-integrated performance measurement. Int J Prod Econ 50:23–33 Kim G, Park CS, Yoon KP (1997) Identifying investment opportunities for advanced manufacturing systems with comparative-integrated performance measurement. Int J Prod Econ 50:23–33
Zurück zum Zitat Kostoglou V, Papathanasiou J, Moschidis O, Ladopoulou P (2014) A comparative analysis of Greek universities’ presence on the World Wide Web using an analytical MCDM methodology. Int J Multicrit Dec Mak 4(3):279–298 Kostoglou V, Papathanasiou J, Moschidis O, Ladopoulou P (2014) A comparative analysis of Greek universities’ presence on the World Wide Web using an analytical MCDM methodology. Int J Multicrit Dec Mak 4(3):279–298
Zurück zum Zitat Levene M (2010) An introduction to search engines and web navigation. Wiley, New Jersey Levene M (2010) An introduction to search engines and web navigation. Wiley, New Jersey
Zurück zum Zitat Lin HF (2010) An application of fuzzy AHP for evaluating course website quality. Comput Educ 54:877–888 Lin HF (2010) An application of fuzzy AHP for evaluating course website quality. Comput Educ 54:877–888
Zurück zum Zitat Markaki OI, Charilas DE, Askounis D (2010) Application of fuzzy analytic hierarchy process to evaluate the quality of e-government web sites. In: Developments in e-systems engineering, pp 219–224 Markaki OI, Charilas DE, Askounis D (2010) Application of fuzzy analytic hierarchy process to evaluate the quality of e-government web sites. In: Developments in e-systems engineering, pp 219–224
Zurück zum Zitat Nie R, Tian Z, Wang J, Zhang H, Wang T (2018b) Water security sustainability evaluation: applying a multistage decision support framework in industrial region. J Clean Prod 196:1681–1704 Nie R, Tian Z, Wang J, Zhang H, Wang T (2018b) Water security sustainability evaluation: applying a multistage decision support framework in industrial region. J Clean Prod 196:1681–1704
Zurück zum Zitat Pamučar D, Stević Ž, Zavadskas EK (2018) Integration of interval rough AHP and interval rough MABAC methods for evaluating university web pages. Appl Soft Comput 67:141–163 Pamučar D, Stević Ž, Zavadskas EK (2018) Integration of interval rough AHP and interval rough MABAC methods for evaluating university web pages. Appl Soft Comput 67:141–163
Zurück zum Zitat Qi S, Law R, Buhalis D (2017) Comparative evaluation study of the websites of China-based and international luxury hotels. J China Tour Res 13(1):1–25 Qi S, Law R, Buhalis D (2017) Comparative evaluation study of the websites of China-based and international luxury hotels. J China Tour Res 13(1):1–25
Zurück zum Zitat Roy S, Pattnaik PK, Mall R (2017) Quality assurance of academic websites using usability testing: an experimental study with AHP. Int J Syst Assur Eng 8(1):1–11 Roy S, Pattnaik PK, Mall R (2017) Quality assurance of academic websites using usability testing: an experimental study with AHP. Int J Syst Assur Eng 8(1):1–11
Zurück zum Zitat Saberi S, Saberi G, Mohd M (2013) Past, present and future of search engine optimization. In: The second international conference on informatics engineering and information science, pp 363–369 Saberi S, Saberi G, Mohd M (2013) Past, present and future of search engine optimization. In: The second international conference on informatics engineering and information science, pp 363–369
Zurück zum Zitat Sang X, Liu X, Qin J (2015) An analytical solution to fuzzy TOPSIS and its application in personnel selection for knowledge-intensive enterprise. Appl Soft Comput 30:190–204 Sang X, Liu X, Qin J (2015) An analytical solution to fuzzy TOPSIS and its application in personnel selection for knowledge-intensive enterprise. Appl Soft Comput 30:190–204
Zurück zum Zitat Shih HS, Shyur HJ, Lee ES (2007) An extension of TOPSIS for group decision making. Math Comput Model 45(7–8):801–813MATH Shih HS, Shyur HJ, Lee ES (2007) An extension of TOPSIS for group decision making. Math Comput Model 45(7–8):801–813MATH
Zurück zum Zitat Sun CC, Lin GTR (2009) Using fuzzy TOPSIS method for evaluating the competitive advantages of shopping websites. Expert Syst Appl 36(9):11764–11771 Sun CC, Lin GTR (2009) Using fuzzy TOPSIS method for evaluating the competitive advantages of shopping websites. Expert Syst Appl 36(9):11764–11771
Zurück zum Zitat Terrientes LD, Cavia JF, Huertas A, Moreno A, Valls A (2015) Official tourist destination websites: hierarchical analysis and assessment with ELECTRE-III-H. Tour Manag Perspect 15:6–28 Terrientes LD, Cavia JF, Huertas A, Moreno A, Valls A (2015) Official tourist destination websites: hierarchical analysis and assessment with ELECTRE-III-H. Tour Manag Perspect 15:6–28
Zurück zum Zitat Tian Z, Wang J, Zhang H, Wang T (2018) Signed distance-based consensus in multi-criteria group decision-making with multi-granular hesitant unbalanced linguistic information. Comput Ind Eng 124:125–138 Tian Z, Wang J, Zhang H, Wang T (2018) Signed distance-based consensus in multi-criteria group decision-making with multi-granular hesitant unbalanced linguistic information. Comput Ind Eng 124:125–138
Zurück zum Zitat Torra V (2010) Hesitant fuzzy sets. Int J Intell Syst 25(6):529–539MATH Torra V (2010) Hesitant fuzzy sets. Int J Intell Syst 25(6):529–539MATH
Zurück zum Zitat Tsai WC, Chou WC, Lai CW (2010) An effective evaluation model and improvement analysis for national park websites: a case study of Taiwan. Tour Manag 31(6):936–952 Tsai WC, Chou WC, Lai CW (2010) An effective evaluation model and improvement analysis for national park websites: a case study of Taiwan. Tour Manag 31(6):936–952
Zurück zum Zitat Vatansever K, Akgul Y (2018) Performance evaluation of websites using entropy and grey relational analysis methods: the case of airline companies. Decis Sci Lett 7:119–130 Vatansever K, Akgul Y (2018) Performance evaluation of websites using entropy and grey relational analysis methods: the case of airline companies. Decis Sci Lett 7:119–130
Zurück zum Zitat Wang XK, Peng HG, Wang JQ (2018) Hesitant linguistic intuitionistic fuzzy sets and their application in multicriteria decision-making problems. Int J Uncertain Quantif 8(4):321–341 Wang XK, Peng HG, Wang JQ (2018) Hesitant linguistic intuitionistic fuzzy sets and their application in multicriteria decision-making problems. Int J Uncertain Quantif 8(4):321–341
Zurück zum Zitat Yalcin N, Kose U (2010) What is search engine optimization: sEO? Procedia Soc Behav Sci 9:487–493 Yalcin N, Kose U (2010) What is search engine optimization: sEO? Procedia Soc Behav Sci 9:487–493
Zurück zum Zitat Yavuz M, Oztaysi B, Onar SC, Kahraman C (2015) Multi-criteria evaluation of alternative-fuel vehicles via a hierarchical hesitant fuzzy linguistic model. Expert Syst Appl 42:2835–2848 Yavuz M, Oztaysi B, Onar SC, Kahraman C (2015) Multi-criteria evaluation of alternative-fuel vehicles via a hierarchical hesitant fuzzy linguistic model. Expert Syst Appl 42:2835–2848
Zurück zum Zitat Yu X, Guo S, Guo J, Huang X (2011) Rank B2C e-commerce websites in e-alliance based on AHP and fuzzy TOPSIS. Expert Syst Appl 38(4):3550–3557 Yu X, Guo S, Guo J, Huang X (2011) Rank B2C e-commerce websites in e-alliance based on AHP and fuzzy TOPSIS. Expert Syst Appl 38(4):3550–3557
Zurück zum Zitat Zhang L, Zou H, Yang F (2011) Web service composition algorithm based on TOPSIS. J China Univ Posts Telecommun 18(4):89–97 Zhang L, Zou H, Yang F (2011) Web service composition algorithm based on TOPSIS. J China Univ Posts Telecommun 18(4):89–97
Metadaten
Titel
Evaluating the websites of academic departments through SEO criteria: a hesitant fuzzy linguistic MCDM approach
verfasst von
Barış Özkan
Eren Özceylan
Mehmet Kabak
Metin Dağdeviren
Publikationsdatum
29.01.2019
Verlag
Springer Netherlands
Erschienen in
Artificial Intelligence Review / Ausgabe 2/2020
Print ISSN: 0269-2821
Elektronische ISSN: 1573-7462
DOI
https://doi.org/10.1007/s10462-019-09681-z

Weitere Artikel der Ausgabe 2/2020

Artificial Intelligence Review 2/2020 Zur Ausgabe

Premium Partner