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  • Author: Ondřej Kučera x
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The Czech enterprise sector shows in a long term a significantly lower patent activity in comparison with both the most innovation-intensive EU economies, and the EU-15 average. The topic of this contribution is a comparison of the quality and the volume of the industrial property rights created in the Czech enterprises with a selected EU-15 countries classified as innovation leaders, strong and moderate innovators. Two new EU members, namely Poland and Hungary, were also included in the comparisons. The analysis shows that the number of the international patent applications registered by enterprises with the EPO and under the PCT treaty is by more than one order lower in comparison with both the innovation-intensive countries like Denmark, Germany, or Netherlands and the countries whose innovation performance is comparable to the Czech Republic. The Czech enterprises unlike their counterparts in the innovation-intensive countries register the priority applications with the home country patent office and only a small fraction is subsequently registered with EPO and under the PCT. Also the size of the patent families and subsequent citations of the Czech patents by other patent applications lags behind the innovation-intensive countries.

The low patenting activity of the Czech enterprises correlates with a low expenditure on R&D. The Czech enterprises are somehow limited in the creation of knowledge giving rise to internationally competitive products which would demand international industrial property claims. The analysis also indicates that patent applications co-authored by Czech inventors are extensively owned by foreign corporations. The Czech enterprises produce a larger fraction of patents in collaboration with research organizations than foreign ones. It indicates that enterprises are interested in tapping in the research capacity of the universities and governmental R&D establishment. The detail analysis of the data in the national R&D Information System indicates that the number of patents created by enterprises supported by applied R&D programs is currently rather low. Beside the stimulation of the Czech enterprises to the in-house R&D spending it is necessary to support long-term strategic alliances of enterprises with research organizations. It will create a fertile environment for the development of radical innovations which are a key factor for the increase of international competitiveness and market shares.



In this study, we aim to introduce the analytical method bag-of-words, which is mainly used as a tool for the analysis (document classification, authorship attribution and so on; e.g. [1, 2]) of natural languages. Quantitative linguistic methods similar to bag-of-words (e.g. Damerau–Levenshtein distance in the paper by Serva and Petroni [3]) have been used for the mapping of language evolution within the field of glottochronology. We attempt to apply this method in the field of biological taxonomy – on the Brassicaceae (Cruciferae) family. The subjects of our interest are well-known cultivated crops, which at first sight are morphologically very different and culturally perceived as objects of different interests (e.g. oil from oilseed rape, turnip as animal feed and cabbage as a side dish). Despite the phenotypic divergence of these crops, they are very closely related, which is not morphologically obvious at first sight. For this reason, we think that Brassicaceae crops are appropriate illustrative examples for introducing the method. For the analysis, we use genetic markers (internal transcribed spacer [ITS] and maturase K [matK]). Until now, the bag-of-words model has not been used for biological taxonomisation purposes; therefore, the results of the bagof-words analysis are compared with the existing very well-developed Brassica taxonomy. Our goal is to present a method that is suitable for language development reconstruction as well as possibly being usable for biological taxonomy purposes.