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Hierarchical clustering of a Finnish newspaper article collection with graded relevance assessments

Tuomo Korenius, Jorma Laurikkala, Martti Juhola, Kalervo Järvelin
2006 Information retrieval (Boston)  
Search facilitated with agglomerative hierarchical clustering methods was studied in a collection of Finnish newspaper articles (N = 53,893).  ...  The fourlevel relevance assessment was collapsed into a binary one by (A) considering all the relevant and (B) only the highly relevant documents relevant, respectively.  ...  Acknowledgments This study was supported by the grants 50973 and 55243 from the Academy of Finland.  ... 
doi:10.1007/s10791-005-5720-6 fatcat:avejwttc2bg7lngmqmw5p3nnde

Stemming and lemmatization in the clustering of finnish text documents

Tuomo Korenius, Jorma Laurikkala, Kalervo J�rvelin, Martti Juhola
2004 Proceedings of the Thirteenth ACM conference on Information and knowledge management - CIKM '04  
DISCUSSION A sample of 5,000 documents from a Finnish newspaper article collection was clustered with four agglomerative hierarchical methods to experimentally test, whether lemmatization produces better  ...  The Test Collection We applied clustering techniques to a collection of 53,893 articles published in three Finnish newspapers in 1988-1992 [14] .  ... 
doi:10.1145/1031171.1031285 dblp:conf/cikm/KoreniusLJJ04 fatcat:rdqxwmyroncprn3n2ceyfuanly

Automate Data Classification in an Unstructured Data Flow using Self-Organizing Maps

Dilushinie Narmada Fernando, Dr. Lakmal Rupasinghe
2022 Zenodo  
of high-dimensional data samples onto a low-dimensional map.  ...  Nowadays, when protecting the information of an organization, professionals would consider the level of confidentiality and sensitivity of the data as a major concern.  ...  Graded Relevance Scale Sormunen (2002) uses a four-level graded scale (0-3) that was originally designed for a Finnish document collection at the University of Tampere (Sormunen, 2000), [18 ]:  Irrelevant  ... 
doi:10.5281/zenodo.6395394 fatcat:jyql6ssehnej5osoxeuyg7qeoq

Defining the systemic development of the Finnish pulp and paper industry's business network

Anu Laakkonen, Teppo Hujala, Jouni Pykäläinen
2022 Silva Fennica  
Books discussing the history of the Finnish forest industry were used as secondary data, which were analyzed with a theory-based content analysis method.  ...  To address this issue in the case of a forest sector, this study constructs a systemic picture of the historical development of the Finnish pulp and paper industry's business network and analyzes it qualitatively  ...  Number of documents (n = 31) Book, Finnish 10 Book, English 3 Book chapter 2 Report, Finnish 2 Report, English 1 Journal article, Finnish 2 Journal article, English 11 Silva Fennica vol. 56 no.  ... 
doi:10.14214/sf.10599 fatcat:e6qknm7yknafrnnbvkclm25l5q

Science education, the science curriculum and PISA 2006 [chapter]

2009 TemaNord  
The Finnish Parliament decides on national educational goals and the minimum number of lesson hours for each grade cluster.  ...  For example, in the Finnish curriculum goals and content of the subjects (syllabus) are structured in clusters of grades (1-4, 5-6 and 7-9).  ...  The Nordic countries are seen as a territory with common roots for more than a thousand years. One connecting factor is the linguistic community for all the countries, with the exception of Finland.  ... 
doi:10.6027/9789289332460-3-en fatcat:evq6qtj4dna7hpc3ut2pqnqrtu

Viewing Education In Korea Through The Prism of PISA [chapter]

2014 Lessons from PISA for Korea  
This work is published on the responsibility of the Secretary-General of the OECD.  ...  The opinions expressed and arguments employed herein do not necessarily reflect the official views of the OECD or of the governments of its member countries.  ...  Normally Finnish pupils are not assessed using numerical grades that would enable direct comparison with one another before 5th grade.  ... 
doi:10.1787/9789264190672-4-en fatcat:wsclbuwsrjad3fojfvth7dbegy

The 'weak pupil' as a social representation: (re)production in dialogue between compulsory school teachers in Sweden

Therese Friberg
2021 Social Psychology of Education  
The study has implications for the understanding of how perceptions of normality might be perceived and collectively (re)produced in communication about pupils as well as for future research using social  ...  Through the lens of social representations theory and a dialogical perspective, this study suggests that 'weak pupil' as a social representation can be characterized by a range of different and sometimes  ...  Krolak-Schwerdt et al. (2013) found that teachers with a lower level of accountability tended to draw on and use social categories when assessing students more than those with a higher degree of accountability  ... 
doi:10.1007/s11218-021-09637-8 fatcat:yg72744cfzdffd5rr2ylcy43gy

Blue-collar work, career, and success: occupational narratives ofSisu

Kristen Lucas, Patrice M. Buzzanell
2004 Journal of applied communications research  
Through the root theme of sisu (Finnish for inner determination), underground miners create a status hierarchy that is used to construct a sense of pride around their work and to establish milestones of  ...  Their discourses provide alternatives to white-collar conceptualizations and practices of careers and success.  ...  She collected dozens of newspaper articles, procured copies of special collections published by the local newspaper, and located copies of historical books published by the local mining company.  ... 
doi:10.1080/0090988042000240167 fatcat:j3hajzmqsfeyjfihsjv3d7pltu

Ontario [chapter]

2012 Lessons from PISA for Japan  
Normally Finnish pupils are not assessed using numerical grades that would enable direct comparison with one another before 5th grade.  ...  new, public and private are grouped into a consortium or cluster, with one strong school at the core (Box 6.4).  ...  relations with the Ministry of Education in Beijing.  ... 
doi:10.1787/9789264118539-7-en fatcat:6tbe7gfl75ftjpfhspnewkeypu

Singapore: Rapid Improvement Followed by Strong Performance [chapter]

2011 Lessons from PISA for the United States  
This work is published on the responsibility of the Secretary-General of the OECD.  ...  The opinions expressed and arguments employed herein do not necessarily reflect the official views of the Organisation or of the governments of its member countries.  ...  and universities. the newspapers are full of statistics for each school, much like the statistics for popular sports teams in other parts of the world. magazine articles are written about changes in the  ... 
doi:10.1787/9789264096660-8-en fatcat:ljdogh7ev5h3hmgvhgwj3cfymm

Intermediality and Media Change

Pauliina Tuomi
2013 Historical Journal of Film, Radio and Television  
help with this article.  ...  medium put forward in the article 'Convergence by means of globalized remediation' (Fetveit 2007) .  ...  The project organized a series of consultations, seminars and workshops that contributed to the collection of articles in this book.  ... 
doi:10.1080/01439685.2013.853372 fatcat:bignqfjpr5dp5lslc2jnndlcj4

Perspectives and limitations of Finnish higher forestry education in a unifying Europe

Annette Schuck
2009 Dissertationes Forestales  
A word of thanks is also due for Professor Stefan Werner who provided me with support concerning the statistics of qualita tive data.  ...  With her excellent forestry knowledge she also helped with the most difficult translations from English to Finnish in the questionnaires.  ...  Hereby, the collection of qualitative data over a quantitative analysis was emphasized.  ... 
doi:10.14214/df.78 fatcat:zox63ajj65c5ddihcrd66lzhu4

Analysis Of Existing Assessment Resilience Approaches, Indicators And Data Sources: Usability And Limitations Of Existing Indicators For Assessing, Predicting And Monitoring Critical Infastructure Resilience

Aleksandar Jovanović, Peter Klimek, Amrita Choudhary, I. Linkov, Knut Øien, Nicolas Schmid, Maike Vollmer, Johan Sanne, S.L. Andersson, Zoltán Székely, Riitta Molarius, Thomas Knape (+4 others)
2016 Zenodo  
a new advanced resilience assessment methodology based on smart RIs ("resilience indicators cube", including the resilience matrix)  ...  Within the Work Package "Establishing the project baseline and the common framework", Task 1.2 "Analysis of existing assessment approaches, indicators and data sources" addresses the first 3 of the five  ...  Informational interviews with several residents of the Peninsula and staff of the US Army Corps of Engineers and newspaper articles were used to provide historical insights and nuanced context for the  ... 
doi:10.5281/zenodo.376412 fatcat:q7zy65ybkrfj5minndadozq3cm

Semantic relations in information science

Christopher S. G. Khoo, Jin-Cheon Na
2007 Annual Review of Information Science and Technology  
We shall examine the nature of semantic relations from a linguistic and psychological perspective, with an emphasis on relations expressed in text.  ...  , 1996) provide a background for this discussion, as semantic relations are an important part of these applications.  ...  We also gratefully acknowledge the excellent editorial work of Ms Soon-Kah Liew that has helped to make the chapter more readable and understandable.  ... 
doi:10.1002/aris.1440400112 fatcat:76uenbhkd5halopbxy2gt47dja

Selective Secondary School Education In Barbados: The Need For Change

Marcia Pilgrim, Providence Secondary School, Garry Hornby, Tara Inniss, University of Plymout, University of the West Indies
2018 Journal of International and Comparative Education  
This article examines the implications of selective secondary school education in Barbados for the provision of an inclusive and equitable education system and highlights its impact on educational outcomes  ...  The need for a move away from a selective secondary education system is proposed and a possible means for bringing about this change in Barbados is explored.  ...  Gorard and Huat See (2013) refer to segregation in the school system as the clustering of students with certain characteristics into schools with others like themselves.  ... 
doi:10.14425/jice.2018.7.2.111 fatcat:xlb6o2qpqfhdxgkhs53pn754ra
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