Building energy savings: Analysis of research trends based on text mining

[1]  Chunsheng Yang,et al.  Text-mining building maintenance work orders for component fault frequency , 2019 .

[2]  Pooya Lotfabadi,et al.  Analyzing passive solar strategies in the case of high-rise building , 2015 .

[3]  Rcgm Roel Loonen,et al.  Science foresight using life-cycle analysis, text mining and clustering: A case study on natural ventilation , 2017, Technological Forecasting and Social Change.

[4]  A. Korhonen,et al.  Text Mining for Literature Review and Knowledge Discovery in Cancer Risk Assessment and Research , 2012, PloS one.

[5]  Kurt Hornik,et al.  topicmodels : An R Package for Fitting Topic Models , 2016 .

[6]  David Robinson,et al.  tidytext: Text Mining and Analysis Using Tidy Data Principles in R , 2016, J. Open Source Softw..

[7]  Shouqian Sun,et al.  Using Text Mining Techniques to Identify Research Trends: A Case Study of Design Research , 2017 .

[8]  Peng Lin,et al.  A topic modeling based bibliometric exploration of hydropower research , 2016 .

[9]  Zhongfu Tan,et al.  Joint optimization model of generation side and user side based on energy-saving policy , 2014 .

[10]  Ke Zhang,et al.  Examining mobile learning trends 2003–2008: a categorical meta-trend analysis using text mining techniques , 2011, Journal of Computing in Higher Education.

[11]  Zoltán Nagy,et al.  Comprehensive analysis of the relationship between thermal comfort and building control research - A data-driven literature review , 2018 .

[12]  L. T. Wong,et al.  A transient ventilation demand model for air-conditioned offices , 2008 .

[13]  Ruslan Salakhutdinov,et al.  Evaluation methods for topic models , 2009, ICML '09.

[14]  Li Li,et al.  Performance evaluation of building integrated solar thermal shading system: Building energy consumption and daylight provision , 2016 .

[15]  I. C. Ward Will global warming reduce the carbon emissions of the Yorkshire Humber Region's domestic building stock—A scoping study , 2008 .

[16]  Marco António Pedrosa Santos Ferreira,et al.  Shining examples analysed within the EBC Annex 56 project , 2015 .

[17]  T. Frank,et al.  Climate change impacts on building heating and cooling energy demand in Switzerland , 2005 .

[18]  J. Roberts Multipolarity and the new world (dis)order: US hegemonic decline and the fragmentation of the global climate regime , 2011 .

[19]  Marco António Pedrosa Santos Ferreira,et al.  Cost-optimal energy efficiency levels are the first step in achieving cost effective renovation in residential buildings with a nearly-zero energy target , 2016 .

[20]  Weizhong Zhao,et al.  A heuristic approach to determine an appropriate number of topics in topic modeling , 2015, BMC Bioinformatics.

[21]  Kichun Lee,et al.  Opinion mining using ensemble text hidden Markov models for text classification , 2018, Expert Syst. Appl..

[22]  Agis M. Papadopoulos,et al.  Forty years of regulations on the thermal performance of the building envelope in Europe: Achievements, perspectives and challenges , 2016 .

[23]  Xiaodong Cao,et al.  Building energy-consumption status worldwide and the state-of-the-art technologies for zero-energy buildings during the past decade , 2016 .

[24]  Elizabeth A. Corley,et al.  35 years and 160,000 articles: A bibliometric exploration of the evolution of ecology , 2009, Scientometrics.

[25]  S. Kypreos From the Copenhagen Accord to efficient technology protocols , 2012 .

[26]  Kwan-Young Oh,et al.  Research Trend Analysis of Geospatial Information in South Korea Using Text-Mining Technology , 2017, J. Sensors.

[27]  Li-Ping Jing,et al.  Improved feature selection approach TFIDF in text mining , 2002, Proceedings. International Conference on Machine Learning and Cybernetics.

[28]  A. B. Ngowi,et al.  Creating competitive advantage by using environment-friendly building processes , 2001 .

[29]  Arthur P.J. Mol,et al.  Public participation in energy saving retrofitting of residential buildings in China , 2015 .

[30]  Mohammad Yusri Hassan,et al.  Energy efficiency index as an indicator for measuring building energy performance: A review , 2015 .

[31]  Pin-Chao Liao,et al.  Ontology of ground source heat pump , 2015 .

[32]  Samee U. Khan,et al.  A literature review on the state-of-the-art in patent analysis , 2014 .

[33]  M. Moezzi,et al.  Text mining for occupant perspectives on the physical workplace , 2011 .

[34]  Mark Steyvers,et al.  Finding scientific topics , 2004, Proceedings of the National Academy of Sciences of the United States of America.

[35]  Jeffrey Heer,et al.  Termite: visualization techniques for assessing textual topic models , 2012, AVI.

[36]  Dejan Mumovic,et al.  Life cycle energy efficiency in building structures: A review of current developments and future outlooks based on BIM capabilities , 2017 .

[37]  Michael I. Jordan,et al.  Latent Dirichlet Allocation , 2001, J. Mach. Learn. Res..