20,363 research outputs found
Does Environmental Economics lead to patentable research?
In this feasibility study, the impact of academic research from social
sciences and humanities on technological innovation is explored through a study
of citations patterns of journal articles in patents. Specifically we focus on
citations of journals from the field of environmental economics in patents
included in an American patent database (USPTO). Three decades of patents have
led to a small set of journal articles (85) that are being cited from the field
of environmental economics. While this route of measuring how academic research
is validated through its role in stimulating technological progress may be
rather limited (based on this first exploration), it may still point to a
valuable and interesting topic for further research.Comment: 10 pages, 4 table
MATREX: the DCU MT system for WMT 2010
This paper describes the DCU machine translation system in the evaluation campaign of the Joint Fifth Workshop on Statistical Machine Translation and Metrics in ACL-2010. We describe the modular design of our multi-engine machine translation (MT) system with particular focus on the components used in this participation.
We participated in the EnglishâSpanish and EnglishâCzech translation tasks, in which we employed our multiengine
architecture to translate. We also participated in the system combination task which was carried out by the MBR
decoder and confusion network decoder
A comparative study on communication structures of Chinese journals in the social sciences
We argue that the communication structures in the Chinese social sciences
have not yet been sufficiently reformed. Citation patterns among Chinese
domestic journals in three subject areas -- political science and marxism,
library and information science, and economics -- are compared with their
counterparts internationally. Like their colleagues in the natural and life
sciences, Chinese scholars in the social sciences provide fewer references to
journal publications than their international counterparts; like their
international colleagues, social scientists provide fewer references than
natural sciences. The resulting citation networks, therefore, are sparse.
Nevertheless, the citation structures clearly suggest that the Chinese social
sciences are far less specialized in terms of disciplinary delineations than
their international counterparts. Marxism studies are more established than
political science in China. In terms of the impact of the Chinese political
system on academic fields, disciplines closely related to the political system
are less specialized than those weakly related. In the discussion section, we
explore reasons that may cause the current stagnation and provide policy
recommendations
"Needless to Say My Proposal Was Turned Down": The Early Days of Commercial Citation Indexing, an "Error-making" Activity and Its Repercussions Till Today
In todayâs neoliberal audit cultures university rankings, quantitative evaluation of publications by JIF or researchers by h-index are believed to be indispensable instruments for âquality assuranceâ in the sciences. Yet there is increasing resistance against âimpactitisâ and âevaluitisâ. Usually overseen: Trivial errors in Thomson Reutersâ citation indexes produce severe non-trivial effects: Their victims are authors, institutions, journals with names beyond the ASCII-code and scholars of humanities and social sciences. Analysing the âJoshua Lederberg Papersâ I want to illuminate eventually successful âinventionâ of science citation indexing is a product of contingent factors. To overcome severe resistance Eugene Garfield, the âfatherâ of citation indexing, had to foster overoptimistic attitudes and to downplay the severe problems connected to global and multidisciplinary citation indexing. The difficulties to handle different formats of references and footnotes, non-Anglo-American names, and of publications in non-English languages were known to the pioneers of citation indexing. Nowadays the huge for-profit North-American media corporation Thomson Reuters is the owner of the citation databases founded by Garfield. Thomson Reutersâ influence on funding decisions, individual careers, departments, universities, disciplines and countries is immense and ambivalent. Huge technological systems show a heavy inertness. This insight of technology studies is applicable to the large citation indexes by Thomson Reuters, too
An incremental three-pass system combination framework by combining multiple hypothesis alignment methods
System combination has been applied successfully to various machine translation tasks in recent years. As is known, the hypothesis alignment method is a critical factor for the
translation quality of system combination. To date, many effective hypothesis alignment metrics have been proposed and applied to the system combination, such as TER, HMM,
ITER, IHMM, and SSCI. In addition, Minimum Bayes-risk (MBR) decoding and confusion networks (CN) have become state-of-the-art techniques in system combination. In this paper,
we examine different hypothesis alignment approaches and investigate how much the hypothesis alignment results impact on system combination, and finally present a three-pass system combination strategy that can combine hypothesis alignment results derived from multiple alignment metrics to generate a better translation. Firstly, these different alignment metrics are carried out to align the backbone and hypotheses, and the individual CNs are built corresponding to each set of alignment results; then we construct a âsuper networkâ by merging the multiple metric-based CNs to generate a consensus output. Finally a modified MBR network approach is employed to find the best overall translation. Our proposed strategy outperforms the best single confusion network as well as the best single system in our experiments on the NIST Chinese-to-English test set and the WMT2009 English-to-French system combination shared test set
Source-side context-informed hypothesis alignment for combining outputs from machine translation systems
This paper presents a new hypothesis alignment method for combining outputs of multiple machine translation (MT) systems. Traditional hypothesis alignment algorithms such
as TER, HMM and IHMM do not directly utilise the context information of the source side but rather address the alignment issues via the output data itself. In this paper, a source-side context-informed (SSCI) hypothesis alignment method is proposed to carry out the word alignment and word reordering issues. First of all, the sourceâtarget word alignment links are produced as the hidden variables by exporting source phrase spans during the translation decoding process. Secondly, a mapping strategy and normalisation model are employed to acquire the 1-
to-1 alignment links and build the confusion network (CN). The source-side context-based method outperforms the state-of-the-art TERbased alignment model in our experiments
on the WMT09 English-to-French and NIST Chinese-to-English data sets respectively. Experimental results demonstrate that our proposed approach scores consistently among the
best results across different data and language pair conditions
The merits of using citationâbased journal weighting schemes to measure research performance in economics: The case of New Zealand
In this study we test various citationâbased journal weighting schemes, especially those based on the Liebowitz and Palmer methodology, as to their suitability for use in a nationwide research funding model. Using data generated by New Zealandâs academic economists, we compare the performance of departments, and individuals, under each of our selected schemes; and we then proceed to contrast these results with those generated by direct citation counts. Our findings suggest that if all citations are deemed to be of equal value, then schemes based on the Liebowitz and Palmer methodology yield problematic outcomes. We also demonstrate that even between weighting schemes based on a common methodology, major differences are found to exist in departmental and individual outcomes
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