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dc.contributor.author | Rietsch, Constant | es_ES |
dc.contributor.author | Beaudry, Catherine | es_ES |
dc.contributor.author | Héroux-Vaillancourt, Mikaël | es_ES |
dc.date.accessioned | 2017-07-10T07:13:23Z | |
dc.date.available | 2017-07-10T07:13:23Z | |
dc.date.issued | 2016-10-10 | |
dc.identifier.isbn | 9788490484623 | |
dc.identifier.uri | http://hdl.handle.net/10251/84790 | |
dc.description.abstract | [EN] In this exploratory study, we explore a methodology using a web mining technique to source data in order to analyse innovation and commercialisation processes in Canadian nanotechnology firms. 79 websites have been extracted and analysed based on keywords related to 4 core concepts (R&D, intellectual property, collaboration and external financing) especially important for the commercialisation of nanotechnology. To validate our methodology, we compare our web mining results with those from a classic questionnaire-based survey. Our results show a correlation between the indicators from the two methods of r=0.306 (p-value=0.007) for R&D, of r=0.368 (p-value=0.002) for IP, of r=0.222 (p-value of 0.071) for Collaboration and of r=0.222 (p-value=0.067) for external financing. We conclude that some of the data extracted by our web mining technique can be used as proxy for specific variables obtained from more classical methods. | es_ES |
dc.format.extent | 16 | es_ES |
dc.language | Inglés | es_ES |
dc.publisher | Editorial Universitat Politècnica de València | es_ES |
dc.relation.ispartof | CARMA 2016: 1st International Conference on Advanced Research Methods in Analytics | es_ES |
dc.rights | Reconocimiento - No comercial - Sin obra derivada (by-nc-nd) | es_ES |
dc.subject | web data | es_ES |
dc.subject | internet data | es_ES |
dc.subject | big data | es_ES |
dc.subject | qca | es_ES |
dc.subject | pls | es_ES |
dc.subject | sem | es_ES |
dc.subject | conference | es_ES |
dc.title | Validation of a web mining technique to measure innovation in the Canadian nanotechnology-related community | es_ES |
dc.type | Capítulo de libro | es_ES |
dc.type | Comunicación en congreso | es_ES |
dc.identifier.doi | 10.4995/CARMA2016.2015.3140 | |
dc.rights.accessRights | Abierto | es_ES |
dc.description.bibliographicCitation | Rietsch, C.; Beaudry, C.; Héroux-Vaillancourt, M. (2016). Validation of a web mining technique to measure innovation in the Canadian nanotechnology-related community. En CARMA 2016: 1st International Conference on Advanced Research Methods in Analytics. Editorial Universitat Politècnica de València. 100-115. https://doi.org/10.4995/CARMA2016.2015.3140 | es_ES |
dc.description.accrualMethod | OCS | es_ES |
dc.relation.conferencename | CARMA 2016 - 1st International Conference on Advanced Research Methods and Analytics | es_ES |
dc.relation.conferencedate | July 06-07,2016 | es_ES |
dc.relation.conferenceplace | Valencia, Spain | es_ES |
dc.relation.publisherversion | http://ocs.editorial.upv.es/index.php/CARMA/CARMA2016/paper/view/3140 | es_ES |
dc.description.upvformatpinicio | 100 | es_ES |
dc.description.upvformatpfin | 115 | es_ES |
dc.type.version | info:eu-repo/semantics/publishedVersion | es_ES |
dc.relation.pasarela | OCS\3140 | es_ES |