<?xml version="1.0" encoding="ISO-8859-1"?><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance">
<front>
<journal-meta>
<journal-id>0121-5051</journal-id>
<journal-title><![CDATA[Innovar]]></journal-title>
<abbrev-journal-title><![CDATA[Innovar]]></abbrev-journal-title>
<issn>0121-5051</issn>
<publisher>
<publisher-name><![CDATA[Facultad de Ciencias Económicas. Universidad Nacional de Colombia.]]></publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id>S0121-50512019000300133</article-id>
<article-id pub-id-type="doi">10.15446/innovar.v29n73.78027</article-id>
<title-group>
<article-title xml:lang="en"><![CDATA[The use of TOPSIS for Ranking WIPO'S Innovation Indicators]]></article-title>
<article-title xml:lang="es"><![CDATA[USO DE TOPSIS PARA CLASIFICAR LOS INDICADORES DE INNOVACIÓN DE LA OMPI]]></article-title>
<article-title xml:lang="pt"><![CDATA[USO DE TOPSIS PARA CLASSIFICAR OS INDICADORES DE INOVAÇÃO DA OMPI]]></article-title>
<article-title xml:lang="fr"><![CDATA[L'UTILISATION DE TOPSIS POUR CLASSER LES INDICATEURS D'INNOVATION DE L'OMPI]]></article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname><![CDATA[do Carmo Silva]]></surname>
<given-names><![CDATA[Marcela]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[Simões Gomes]]></surname>
<given-names><![CDATA[Carlos Francisco]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname><![CDATA[da Costa Junior]]></surname>
<given-names><![CDATA[Castelar Lino]]></given-names>
</name>
<xref ref-type="aff" rid="Aff"/>
</contrib>
</contrib-group>
<aff id="Af1">
<institution><![CDATA[,Universidade Federal Fluminense  ]]></institution>
<addr-line><![CDATA[Niterói ]]></addr-line>
<country>Brazil</country>
</aff>
<aff id="Af2">
<institution><![CDATA[,Universidade Federal Fluminense  ]]></institution>
<addr-line><![CDATA[Niterói ]]></addr-line>
<country>Brazil</country>
</aff>
<aff id="Af3">
<institution><![CDATA[,Universidade Federal Fluminense  ]]></institution>
<addr-line><![CDATA[Niterói ]]></addr-line>
<country>Brazil</country>
</aff>
<pub-date pub-type="pub">
<day>00</day>
<month>09</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="epub">
<day>00</day>
<month>09</month>
<year>2019</year>
</pub-date>
<volume>29</volume>
<numero>73</numero>
<fpage>133</fpage>
<lpage>147</lpage>
<copyright-statement/>
<copyright-year/>
<self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_arttext&amp;pid=S0121-50512019000300133&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_abstract&amp;pid=S0121-50512019000300133&amp;lng=en&amp;nrm=iso"></self-uri><self-uri xlink:href="http://www.scielo.org.co/scielo.php?script=sci_pdf&amp;pid=S0121-50512019000300133&amp;lng=en&amp;nrm=iso"></self-uri><abstract abstract-type="short" xml:lang="en"><p><![CDATA[ABSTRACT: The purpose of this study is to study African, Asian and Oceanic countries in the World Intellectual Property Organization (WIPO) ranking of innovation indicators by means of Multicriteria Decision Making (MCDM) analysis, as a support to the methodology applied by WIPO. The quantitative methodology used is the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS). This paper includes a Pearson's correlation between the indicators. Results suggest a novelty to WIPO'S methodology using Topsis as a support for ranking countries, contributing to improve the methodology of innovation indicators by joining their qualitative and quantitative perspectives and principles.]]></p></abstract>
<abstract abstract-type="short" xml:lang="es"><p><![CDATA[RESUMEN: Este artículo propone estudiar los países de África, Asia y Oceania que hacen parte del ranking de indicadores de innovación de la Organización Mundial de la Propiedad Intelectual (OMPI), a través del uso de análisis de toma de decisiones multicriterio (MCDM) como soporte a la metodología aplicada por la OMPI. La metodología cuantitativa utilizada para este fin es la Técnica de Preferencia de Orden por Similitud a Solución Ideal (TOPSIS). Este trabajo incluye además una correlación de Pearson entre los indicadores. Los resultados permiten sugerir una novedad para la metodología de la OMPI que utiliza TOPSIS para la clasificación de países, contribuyendo así a mejorar la metodología de los indicadores de innovación por medio de la unificación de sus perspectivas y sus principios cualitativos y cuantitativos.]]></p></abstract>
<abstract abstract-type="short" xml:lang="pt"><p><![CDATA[RESUMO: Este artigo propõe estudar os países africanos, asiáticos e oceânicos no ranking de indicadores de inovação da Organização Mundial da Propriedade Intelectual (OMPI) por meio da análise de tomada de decisões multicritério (MCDM) como suporte para a metodologia aplicada pela OMPI. A metodologia quantitativa utilizada para esse objetivo é a Técnica para Avaliar o Desempenho das Alternativas através da Similaridade com a Solução Ideal (TOPSIS). Este trabalho inclui, além disso, uma correlação de Pearson entre os indicadores. Os resultados permitem sugerir uma novidade para a metodologia da OMPI que utiliza TOPSIS para classificar países, o que contribui para melhorar a metodologia dos indicadores de inovação por meio da unificação de suas perspectivas e de seus princípios qualitativos e quantitativos.]]></p></abstract>
<abstract abstract-type="short" xml:lang="fr"><p><![CDATA[RÉSUMÉ: Cet article propose d'étudier les pays de l'Afrique, l'Asie et l'Océanie dans le classement des indicateurs de l'innovation de l'Organisation Mondiale de la Propriété Intellectuelle (OMPI) par l'utilisation de l'analyse décisionnelle multicritère (MCDM) comme support à la méthodologie appliquée par L'OMPI. La méthodologie quantitative utilisée à cette fin est la technique de préférence de l'ordre par similarité à la solution idéale (TOPSIS). Ce travail inclut également une corrélation de Pearson entre les indicateurs. Les résultats suggèrent une nouveauté pour la méthodologie de L'OMPI qui utilise la méthode TOPSIS pour la classification des pays, en contribuant ainsi à améliorer la méthodologie des indicateurs de l'innovation grâce à l'unification de leurs perspectives et de leurs principes qualitatifs et quantitatifs.]]></p></abstract>
<kwd-group>
<kwd lng="en"><![CDATA[Multicriteria Decision Making]]></kwd>
<kwd lng="en"><![CDATA[Global Innovation Indicators]]></kwd>
<kwd lng="en"><![CDATA[innovation. TOPSIS]]></kwd>
<kwd lng="en"><![CDATA[Pearson's Correlation]]></kwd>
<kwd lng="es"><![CDATA[toma de decisiones multicriterio]]></kwd>
<kwd lng="es"><![CDATA[indicadores de innovación global]]></kwd>
<kwd lng="es"><![CDATA[innovación]]></kwd>
<kwd lng="es"><![CDATA[TOPSIS]]></kwd>
<kwd lng="es"><![CDATA[correlación de Pearson]]></kwd>
<kwd lng="pt"><![CDATA[correlação de Pearson]]></kwd>
<kwd lng="pt"><![CDATA[indicadores de inovação global]]></kwd>
<kwd lng="pt"><![CDATA[inovação]]></kwd>
<kwd lng="pt"><![CDATA[apoio multicritério à decisão]]></kwd>
<kwd lng="pt"><![CDATA[TOPSIS]]></kwd>
<kwd lng="fr"><![CDATA[prise de décision multicritère]]></kwd>
<kwd lng="fr"><![CDATA[indicateurs globaux d'innovation]]></kwd>
<kwd lng="fr"><![CDATA[innovation]]></kwd>
<kwd lng="fr"><![CDATA[TOPSIS]]></kwd>
<kwd lng="fr"><![CDATA[corrélation de Pearson]]></kwd>
</kwd-group>
</article-meta>
</front><back>
<ref-list>
<ref id="B1">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Aguarón-Joven]]></surname>
<given-names><![CDATA[Juan]]></given-names>
</name>
<name>
<surname><![CDATA[Escobar-Urmeneta]]></surname>
<given-names><![CDATA[María-Teresa]]></given-names>
</name>
<name>
<surname><![CDATA[García-Alcaraz]]></surname>
<given-names><![CDATA[Jorge-Luis]]></given-names>
</name>
<name>
<surname><![CDATA[Moreno-Jiménez]]></surname>
<given-names><![CDATA[José-María]]></given-names>
</name>
<name>
<surname><![CDATA[Vega-Bonilla]]></surname>
<given-names><![CDATA[Alberto]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A new synthesis procedure for TOPSIS based on AHP]]></article-title>
<source><![CDATA[DYNA]]></source>
<year>2015</year>
<volume>82</volume>
<numero>191</numero>
<issue>191</issue>
<page-range>11-9</page-range></nlm-citation>
</ref>
<ref id="B2">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Angilella]]></surname>
<given-names><![CDATA[Silvia]]></given-names>
</name>
<name>
<surname><![CDATA[Corrente]]></surname>
<given-names><![CDATA[Salvatore]]></given-names>
</name>
<name>
<surname><![CDATA[Greco]]></surname>
<given-names><![CDATA[Salvatore]]></given-names>
</name>
<name>
<surname><![CDATA[S&#322;owinski]]></surname>
<given-names><![CDATA[Roman]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Robust Ordinal Regression and Stochastic Multiobjective Acceptability Analysis in multiple criteria hierarchy process for the Choquet integral preference model]]></article-title>
<source><![CDATA[Omega]]></source>
<year>2016</year>
<volume>63</volume>
<page-range>154-69</page-range></nlm-citation>
</ref>
<ref id="B3">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Angilella]]></surname>
<given-names><![CDATA[Silvia]]></given-names>
</name>
<name>
<surname><![CDATA[Greco]]></surname>
<given-names><![CDATA[Salvatore]]></given-names>
</name>
<name>
<surname><![CDATA[Matarazzo]]></surname>
<given-names><![CDATA[Benedetto]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Nonadditive robust ordinal regression: a multiple criteria decision model based on the Choquet integral]]></article-title>
<source><![CDATA[European Journal of Operational Research]]></source>
<year>2010</year>
<volume>201</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>277-88</page-range></nlm-citation>
</ref>
<ref id="B4">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Beneito]]></surname>
<given-names><![CDATA[Pilar]]></given-names>
</name>
<name>
<surname><![CDATA[Rochina-Barrachina]]></surname>
<given-names><![CDATA[María-Engracia]]></given-names>
</name>
<name>
<surname><![CDATA[Sanchis]]></surname>
<given-names><![CDATA[Amparo]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Patents, Competition, and Firms' Innovation Incentives]]></article-title>
<source><![CDATA[Industry and Innovation]]></source>
<year>2014</year>
<volume>21</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>285-309</page-range></nlm-citation>
</ref>
<ref id="B5">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Boujelben]]></surname>
<given-names><![CDATA[Mohammed-Ayman]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A unicriterion analysis based on the PROMETHEE principles for multicriteria ordered clustering]]></article-title>
<source><![CDATA[Omega]]></source>
<year>2017</year>
<volume>69</volume>
<page-range>126-40</page-range></nlm-citation>
</ref>
<ref id="B6">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Romero-Ciprian]]></surname>
<given-names><![CDATA[Ángelo-Adrian]]></given-names>
</name>
<name>
<surname><![CDATA[Ramírez-Guapacha]]></surname>
<given-names><![CDATA[Carlos-Mario]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Modelo de patentes como eje de innovación y desarrollo económico: una aproximación al caso sur coreano y colombiano]]></article-title>
<source><![CDATA[Revista Ensayos]]></source>
<year>2012</year>
<volume>5</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>12-41</page-range></nlm-citation>
</ref>
<ref id="B7">
<nlm-citation citation-type="book">
<collab>Cornell University; Institut Européen d'Administration des Affaires [INSEAD]</collab>
<collab>World Intellectual Property Organization [WIPO]</collab>
<source><![CDATA[The Global Innovation Index 2015: Effective Innovation Policies for Development]]></source>
<year>2015</year>
<publisher-loc><![CDATA[Geneva ]]></publisher-loc>
<publisher-name><![CDATA[Switzerland]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B8">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Corrente]]></surname>
<given-names><![CDATA[Salvatore]]></given-names>
</name>
<name>
<surname><![CDATA[Greco]]></surname>
<given-names><![CDATA[Salvatore]]></given-names>
</name>
<name>
<surname><![CDATA[Ishizaka]]></surname>
<given-names><![CDATA[Alessio]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Combining analytical hierarchy process and choquet integral within non-additive robust ordinal regression]]></article-title>
<source><![CDATA[Omega]]></source>
<year>2016</year>
<volume>61</volume>
<page-range>2-18</page-range></nlm-citation>
</ref>
<ref id="B9">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Corrente]]></surname>
<given-names><![CDATA[Salvatore]]></given-names>
</name>
<name>
<surname><![CDATA[Greco]]></surname>
<given-names><![CDATA[Salvatore]]></given-names>
</name>
<name>
<surname><![CDATA[Stowinski]]></surname>
<given-names><![CDATA[Roman]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multiple Criteria Hierarchy Process for Electre Tri Methods]]></article-title>
<source><![CDATA[European Journal of Operational Research]]></source>
<year>2016</year>
<volume>252</volume>
<page-range>191-203</page-range></nlm-citation>
</ref>
<ref id="B10">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Corrocher]]></surname>
<given-names><![CDATA[Nicoletta]]></given-names>
</name>
<name>
<surname><![CDATA[Solito]]></surname>
<given-names><![CDATA[Ilaria]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA["How do firms capture value from environmental innovations? An empirical analysis on European SMES"]]></article-title>
<source><![CDATA[Industry and Innovation]]></source>
<year>2017</year>
<volume>24</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>569-85</page-range></nlm-citation>
</ref>
<ref id="B11">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Evans]]></surname>
<given-names><![CDATA[Jonathan]]></given-names>
</name>
<name>
<surname><![CDATA[Over]]></surname>
<given-names><![CDATA[David]]></given-names>
</name>
</person-group>
<source><![CDATA[Rationality and reasoning]]></source>
<year>2013</year>
<publisher-loc><![CDATA[Hove ]]></publisher-loc>
<publisher-name><![CDATA[Psychology Press]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B12">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Franceschini]]></surname>
<given-names><![CDATA[Fiorenzo]]></given-names>
</name>
<name>
<surname><![CDATA[Maisano]]></surname>
<given-names><![CDATA[Domenico]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA["Checking the consistency of the solution in ordinal semi-democratic decision-making problems"]]></article-title>
<source><![CDATA[Omega]]></source>
<year>2015</year>
<volume>57</volume>
<numero>B</numero>
<issue>B</issue>
<page-range>188-95</page-range></nlm-citation>
</ref>
<ref id="B13">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gibbons]]></surname>
<given-names><![CDATA[Jean-Dickinson]]></given-names>
</name>
<name>
<surname><![CDATA[Chakraborti]]></surname>
<given-names><![CDATA[Subhabrata]]></given-names>
</name>
</person-group>
<source><![CDATA[Nonparametric statistical inference]]></source>
<year>2011</year>
<publisher-loc><![CDATA[Florida ]]></publisher-loc>
<publisher-name><![CDATA[Chapman and Hall/CRC]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B14">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gomes]]></surname>
<given-names><![CDATA[Carlos-Francisco]]></given-names>
</name>
<name>
<surname><![CDATA[Costa]]></surname>
<given-names><![CDATA[Helder]]></given-names>
</name>
<name>
<surname><![CDATA[Barros]]></surname>
<given-names><![CDATA[Alexandre]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Sensibility analysis of MCDA using prospective in Brazilian energy sector]]></article-title>
<source><![CDATA[Journal of Modelling in Management]]></source>
<year>2017</year>
<volume>12</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>475-97</page-range></nlm-citation>
</ref>
<ref id="B15">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gomes]]></surname>
<given-names><![CDATA[Carlos-Francisco]]></given-names>
</name>
<name>
<surname><![CDATA[Gomes]]></surname>
<given-names><![CDATA[Luiz-Flavio-Autran]]></given-names>
</name>
</person-group>
<source><![CDATA[Tomada de decisão gerencial: Enfoque multicritério]]></source>
<year>2014</year>
<publisher-loc><![CDATA[São Paulo ]]></publisher-loc>
<publisher-name><![CDATA[Editora Atlas]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B16">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gomes]]></surname>
<given-names><![CDATA[Carlos-Francisco]]></given-names>
</name>
<name>
<surname><![CDATA[Costa]]></surname>
<given-names><![CDATA[Helder]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Abordagem estratégica para a seleção de sistemas ERP utilizando apoio multicritério à decisão]]></article-title>
<source><![CDATA[Revista Produção Online]]></source>
<year>2013</year>
<volume>13</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>1.060-88</page-range></nlm-citation>
</ref>
<ref id="B17">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Gomes]]></surname>
<given-names><![CDATA[Luiz-Flavio-Autran]]></given-names>
</name>
<name>
<surname><![CDATA[Mury]]></surname>
<given-names><![CDATA[Antonio-Roberto]]></given-names>
</name>
<name>
<surname><![CDATA[Gomes]]></surname>
<given-names><![CDATA[Carlos-Francisco]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multicriteria ranking with ordinal data]]></article-title>
<source><![CDATA[Systems Analysis Modelling Simulation]]></source>
<year>1997</year>
<volume>27</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>139-45</page-range></nlm-citation>
</ref>
<ref id="B18">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hashemia]]></surname>
<given-names><![CDATA[Shide-Sadat]]></given-names>
</name>
<name>
<surname><![CDATA[Hajiagha]]></surname>
<given-names><![CDATA[Seyed-Hossein-Razavi]]></given-names>
</name>
<name>
<surname><![CDATA[Zavadskasc]]></surname>
<given-names><![CDATA[Edmundas-Kazimieras]]></given-names>
</name>
<name>
<surname><![CDATA[Mahdirajid]]></surname>
<given-names><![CDATA[Hannan-Amoozad]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multicriteria group decision making with ELECTRE III method based on interval-valued intuitionistic fuzzy information]]></article-title>
<source><![CDATA[Applied Mathematical Modelling]]></source>
<year>2016</year>
<volume>40</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>1-564</page-range></nlm-citation>
</ref>
<ref id="B19">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hauke]]></surname>
<given-names><![CDATA[Jan]]></given-names>
</name>
<name>
<surname><![CDATA[Kossowski]]></surname>
<given-names><![CDATA[Tomasz]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA["Comparison of values of Pearson's and Spearman's correlation coefficients on the same sets of data"]]></article-title>
<source><![CDATA[Quaestiones Geographicae]]></source>
<year>2011</year>
<volume>30</volume>
<numero>2</numero>
<issue>2</issue>
<page-range>87-93</page-range></nlm-citation>
</ref>
<ref id="B20">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hwang]]></surname>
<given-names><![CDATA[Chin-Lai]]></given-names>
</name>
<name>
<surname><![CDATA[Yoon]]></surname>
<given-names><![CDATA[Kwangsun]]></given-names>
</name>
</person-group>
<source><![CDATA[Multiple attribute decision making: methods and applications survey]]></source>
<year>1981</year>
<publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[Springer-Verlag]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B21">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Hites]]></surname>
<given-names><![CDATA[Yves]]></given-names>
</name>
<name>
<surname><![CDATA[Risse]]></surname>
<given-names><![CDATA[N.]]></given-names>
</name>
<name>
<surname><![CDATA[Salazar-Neumann]]></surname>
<given-names><![CDATA[Martha]]></given-names>
</name>
<name>
<surname><![CDATA[Vincke]]></surname>
<given-names><![CDATA[Philippe]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[About the applicability of MCDA to some robustness problems]]></article-title>
<source><![CDATA[European Journal of Operational Research]]></source>
<year>2006</year>
<volume>174</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>322-32</page-range></nlm-citation>
</ref>
<ref id="B22">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Jaini]]></surname>
<given-names><![CDATA[Nor-Izzati]]></given-names>
</name>
<name>
<surname><![CDATA[Utyuzhnikov]]></surname>
<given-names><![CDATA[Sergey]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Trade-off ranking method for multi-criteria decision analysis]]></article-title>
<source><![CDATA[Journal of Multi-criteria Decision]]></source>
<year>2016</year>
<volume>24</volume>
<numero>3-4</numero>
<issue>3-4</issue>
</nlm-citation>
</ref>
<ref id="B23">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kadzmski]]></surname>
<given-names><![CDATA[Milosz]]></given-names>
</name>
<name>
<surname><![CDATA[Ciomek]]></surname>
<given-names><![CDATA[Krzysztof]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Integrated framework for preference modeling and robustness analysis for outranking-based multiple criteria sorting with ELECTRE and PROMETHEE]]></article-title>
<source><![CDATA[Information Sciences]]></source>
<year>2016</year>
<volume>352</volume>
<page-range>167-87</page-range></nlm-citation>
</ref>
<ref id="B24">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Kadzi&#324;ski]]></surname>
<given-names><![CDATA[Milosz]]></given-names>
</name>
<name>
<surname><![CDATA[Greco]]></surname>
<given-names><![CDATA[Salvatore]]></given-names>
</name>
<name>
<surname><![CDATA[Stowinski]]></surname>
<given-names><![CDATA[Roman]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Robust Ordinal Regression for Dominance-based Rough Set. Approach to multiple criteria sorting]]></article-title>
<source><![CDATA[Information Sciences]]></source>
<year>2014</year>
<volume>283</volume>
<page-range>211-28</page-range></nlm-citation>
</ref>
<ref id="B25">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Magalhães]]></surname>
<given-names><![CDATA[Leila-Beatriz]]></given-names>
</name>
<name>
<surname><![CDATA[Castroneves]]></surname>
<given-names><![CDATA[Thiago]]></given-names>
</name>
<name>
<surname><![CDATA[Carvalho-Chaves]]></surname>
<given-names><![CDATA[María-Cecilia]]></given-names>
</name>
<name>
<surname><![CDATA[Simões-Gomes]]></surname>
<given-names><![CDATA[Carlos-Francisco]]></given-names>
</name>
<name>
<surname><![CDATA[Ribeiro-Pereira]]></surname>
<given-names><![CDATA[Eliane]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Estudo de Apoio à Decisão: a Escolha do "Camisa 10" Ideal Baseado no Método Macbeth]]></article-title>
<source><![CDATA[Revista Brasileira de Futsal e Futebol]]></source>
<year>2016</year>
<volume>8</volume>
<numero>29</numero>
<issue>29</issue>
<page-range>113-28</page-range></nlm-citation>
</ref>
<ref id="B26">
<nlm-citation citation-type="confpro">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Magdy]]></surname>
<given-names><![CDATA[Walid]]></given-names>
</name>
<name>
<surname><![CDATA[Jones]]></surname>
<given-names><![CDATA[Gareth]]></given-names>
</name>
</person-group>
<source><![CDATA[Examining the robustness of evaluation metrics for patent retrieval with incomplete relevance judgements]]></source>
<year>2010</year>
<conf-name><![CDATA[ International Conference of the Cross-Language Evaluation Forum for European Languages]]></conf-name>
<conf-loc> </conf-loc>
<page-range>82-93</page-range><publisher-loc><![CDATA[Dublin ]]></publisher-loc>
<publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B27">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Manivannan]]></surname>
<given-names><![CDATA[Raja]]></given-names>
</name>
<name>
<surname><![CDATA[Kumar]]></surname>
<given-names><![CDATA[Pradep]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multi-response optimization of Micro-EDM process parameters on AISI304 steel using TOPSIS]]></article-title>
<source><![CDATA[Journal of Mechanical Science and Technology]]></source>
<year>2016</year>
<volume>30</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>137-44</page-range></nlm-citation>
</ref>
<ref id="B28">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Nour]]></surname>
<given-names><![CDATA[Samia-Satti-Osman-Mohamed]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The Incidence and Transfer of Knowledge within the Arab Societies]]></article-title>
<source><![CDATA[Journal of the Knowledge Economy]]></source>
<year>2013</year>
<volume>4</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>406-22</page-range></nlm-citation>
</ref>
<ref id="B29">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Olwan]]></surname>
<given-names><![CDATA[Rami]]></given-names>
</name>
</person-group>
<source><![CDATA[Intellectual Property and Development: Theory and Practice]]></source>
<year>2011</year>
<publisher-loc><![CDATA[Berlin ]]></publisher-loc>
<publisher-name><![CDATA[Springer-Verlag]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B30">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pereira]]></surname>
<given-names><![CDATA[Fernanda-de-Carvalho]]></given-names>
</name>
<name>
<surname><![CDATA[Verocai]]></surname>
<given-names><![CDATA[Henrique-Dondeo]]></given-names>
</name>
<name>
<surname><![CDATA[Cordeiro]]></surname>
<given-names><![CDATA[Vinícius-Ribeiro]]></given-names>
</name>
<name>
<surname><![CDATA[Gomes]]></surname>
<given-names><![CDATA[Carlos-Francisco]]></given-names>
</name>
<name>
<surname><![CDATA[Costa]]></surname>
<given-names><![CDATA[Helder]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Bibliometric analysis of Information Systems related to Innovation]]></article-title>
<source><![CDATA[Procedia Computer Science]]></source>
<year>2015</year>
<volume>55</volume>
<page-range>298-307</page-range></nlm-citation>
</ref>
<ref id="B31">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pérez-Dominguez]]></surname>
<given-names><![CDATA[Luis]]></given-names>
</name>
<name>
<surname><![CDATA[Alvarado-Iniesta]]></surname>
<given-names><![CDATA[Alejandro]]></given-names>
</name>
<name>
<surname><![CDATA[Rodríguez-Borbón]]></surname>
<given-names><![CDATA[Iván]]></given-names>
</name>
<name>
<surname><![CDATA[Vergara-Villegas]]></surname>
<given-names><![CDATA[Osslan]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Intuitionistic fuzzy MOORA for supplier selection]]></article-title>
<source><![CDATA[DYNA]]></source>
<year>2015</year>
<volume>82</volume>
<numero>191</numero>
<issue>191</issue>
<page-range>34-41</page-range></nlm-citation>
</ref>
<ref id="B32">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Peters]]></surname>
<given-names><![CDATA[Michael]]></given-names>
</name>
<name>
<surname><![CDATA[Jandric]]></surname>
<given-names><![CDATA[Petar]]></given-names>
</name>
<name>
<surname><![CDATA[Irwin]]></surname>
<given-names><![CDATA[Ruth]]></given-names>
</name>
<name>
<surname><![CDATA[Locke]]></surname>
<given-names><![CDATA[Kirsten]]></given-names>
</name>
<name>
<surname><![CDATA[Devine]]></surname>
<given-names><![CDATA[Nesta]]></given-names>
</name>
<name>
<surname><![CDATA[Heraud]]></surname>
<given-names><![CDATA[Richard]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Towards a philosophy of academic publishing]]></article-title>
<source><![CDATA[Educational Philosophy and Theory]]></source>
<year>2016</year>
<volume>48</volume>
<numero>14</numero>
<issue>14</issue>
<page-range>1.401-25</page-range></nlm-citation>
</ref>
<ref id="B33">
<nlm-citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Pomerol]]></surname>
<given-names><![CDATA[Jean-Charles]]></given-names>
</name>
<name>
<surname><![CDATA[Barba-Romero]]></surname>
<given-names><![CDATA[Sergio]]></given-names>
</name>
</person-group>
<source><![CDATA[Multicriterion Decision in Management: Principles and Practice]]></source>
<year>2012</year>
<publisher-loc><![CDATA[New York ]]></publisher-loc>
<publisher-name><![CDATA[Springer]]></publisher-name>
</nlm-citation>
</ref>
<ref id="B34">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Radosevic]]></surname>
<given-names><![CDATA[Slavo]]></given-names>
</name>
<name>
<surname><![CDATA[Yoruk]]></surname>
<given-names><![CDATA[Esin]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Why do we need a theory and metrics of technology upgrading?]]></article-title>
<source><![CDATA[Asian Journal of Technology Innovation]]></source>
<year>2016</year>
<volume>24</volume>
<page-range>8-32</page-range></nlm-citation>
</ref>
<ref id="B35">
<nlm-citation citation-type="">
<collab>R-Core-Team</collab>
<source><![CDATA[R: A language and environment for statistical computing]]></source>
<year>2016</year>
</nlm-citation>
</ref>
<ref id="B36">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Sampath]]></surname>
<given-names><![CDATA[Padmashree-Gehl]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Industrial development for Africa: Trade, technology and the role of the state]]></article-title>
<source><![CDATA[African Journal of Science, Technology, Innovation and Development]]></source>
<year>2014</year>
<volume>6</volume>
<numero>5</numero>
<issue>5</issue>
<page-range>439-53</page-range></nlm-citation>
</ref>
<ref id="B37">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Schlesinger]]></surname>
<given-names><![CDATA[Philip]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[The creative economy: invention of a global orthodoxy]]></article-title>
<source><![CDATA[Innovation: The European Journal of Social Science Research]]></source>
<year>2017</year>
<volume>30</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>73-90</page-range></nlm-citation>
</ref>
<ref id="B38">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Silva]]></surname>
<given-names><![CDATA[Marcela]]></given-names>
</name>
<name>
<surname><![CDATA[Gavião]]></surname>
<given-names><![CDATA[Luiz-Octávio]]></given-names>
</name>
<name>
<surname><![CDATA[Gomes]]></surname>
<given-names><![CDATA[Carlos-Francisco]]></given-names>
</name>
<name>
<surname><![CDATA[Lima]]></surname>
<given-names><![CDATA[Gilson-Brito-Alves]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A proposal for the application of multi-criteria analysis to rank countries according to innovation using the indicators provided by the World Intellectual Property Organization]]></article-title>
<source><![CDATA[Revista de Administração e Inovação]]></source>
<year>2017</year>
<volume>14</volume>
<numero>3</numero>
<issue>3</issue>
<page-range>188-98</page-range></nlm-citation>
</ref>
<ref id="B39">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Takagi]]></surname>
<given-names><![CDATA[Yo]]></given-names>
</name>
<name>
<surname><![CDATA[Czaijkowski]]></surname>
<given-names><![CDATA[Andrew]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[WIPO services for access to patent information. Building patent information infrastructure and capacity in LDCS and developing countries]]></article-title>
<source><![CDATA[World Patent Information]]></source>
<year>2012</year>
<volume>34</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>30-6</page-range></nlm-citation>
</ref>
<ref id="B40">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Wagner]]></surname>
<given-names><![CDATA[Andreas]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Robustness against mutations in genetic networks of yeast]]></article-title>
<source><![CDATA[Nature Genetics]]></source>
<year>2000</year>
<volume>24</volume>
<numero>4</numero>
<issue>4</issue>
<page-range>355-61</page-range></nlm-citation>
</ref>
<ref id="B41">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[&#379;aka]]></surname>
<given-names><![CDATA[Jacek]]></given-names>
</name>
<name>
<surname><![CDATA[Kruszy&#324;skib]]></surname>
<given-names><![CDATA[Miroslaw]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Application of AHP and ELECTRE iii/iv methods to multiple level, multiple criteria evaluation of urban transportation projects]]></article-title>
<source><![CDATA[Transportation Research Procedia]]></source>
<year>2015</year>
<volume>10</volume>
<page-range>820-30</page-range></nlm-citation>
</ref>
<ref id="B42">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zanakis]]></surname>
<given-names><![CDATA[Stelios]]></given-names>
</name>
<name>
<surname><![CDATA[Solomon]]></surname>
<given-names><![CDATA[Anthony]]></given-names>
</name>
<name>
<surname><![CDATA[Wishart]]></surname>
<given-names><![CDATA[Nicole]]></given-names>
</name>
<name>
<surname><![CDATA[Dublish]]></surname>
<given-names><![CDATA[Sandipa]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[Multi-attribute decision making: A simulation comparison of select methods]]></article-title>
<source><![CDATA[European Journal of Operational Research]]></source>
<year>1998</year>
<volume>107</volume>
<page-range>507-29</page-range></nlm-citation>
</ref>
<ref id="B43">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zedtwitz]]></surname>
<given-names><![CDATA[Max von]]></given-names>
</name>
<name>
<surname><![CDATA[Corsi]]></surname>
<given-names><![CDATA[Simone]]></given-names>
</name>
<name>
<surname><![CDATA[S0berg]]></surname>
<given-names><![CDATA[Peder Veng]]></given-names>
</name>
<name>
<surname><![CDATA[Frega]]></surname>
<given-names><![CDATA[Romeo]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A Typology of Reverse Innovation]]></article-title>
<source><![CDATA[The Journal of Product Innovation Management]]></source>
<year>2015</year>
<volume>32</volume>
<numero>1</numero>
<issue>1</issue>
<page-range>12-28</page-range></nlm-citation>
</ref>
<ref id="B44">
<nlm-citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname><![CDATA[Zyoud]]></surname>
<given-names><![CDATA[Shaher]]></given-names>
</name>
<name>
<surname><![CDATA[Kaufmann]]></surname>
<given-names><![CDATA[Lorenz]]></given-names>
</name>
<name>
<surname><![CDATA[Shaheen]]></surname>
<given-names><![CDATA[Hafez]]></given-names>
</name>
<name>
<surname><![CDATA[Samhan]]></surname>
<given-names><![CDATA[Subhi]]></given-names>
</name>
<name>
<surname><![CDATA[Fuchs-Hanusch]]></surname>
<given-names><![CDATA[Daniela]]></given-names>
</name>
</person-group>
<article-title xml:lang=""><![CDATA[A framework for water loss management in developing countries under fuzzy environment: Integration of Fuzzy AHP with Fuzzy TOPSIS]]></article-title>
<source><![CDATA[Expert Systems with Applications]]></source>
<year>2016</year>
<volume>61</volume>
<page-range>86-105</page-range></nlm-citation>
</ref>
</ref-list>
</back>
</article>
