328bc6b8fc09e15d4a774633690ea8fc tecevoser_a2021p1iENG.pdf 84e355187747c8e20f2632f828fab8be1be5f026 tecevoser_a2021p1iENG.pdf 2a6de1b062c1e73259ef71d7b0b55977e78e4b708e56948ee06fee6db2c7ecaf tecevoser_a2021p1iENG.pdf Title: Tracing the evolution of service robotics: Insights from a topic modeling approach Subject: Technological Forecasting & Social Change, 174 (2022) 121280. doi:10.1016/j.techfore.2021.121280 Keywords: Knowledge diffusion,Latent dirichlet allocation,Networks,Patents,Topic matching Author: Ivan Savin Creator: Elsevier Producer: Acrobat Distiller 8.1.0 (Windows) CreationDate: Sat Dec 4 06:37:05 2021 CET ModDate: Sat Dec 4 07:02:51 2021 CET Tagged: yes UserProperties: no Suspects: no Form: none JavaScript: no Pages: 31 Encrypted: no Page size: 595.276 x 793.701 pts Page rot: 0 File size: 25515566 bytes Optimized: yes PDF version: 1.7 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- 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edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@757942a1 Item: Title: 2 Background Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@4a87761d Children: Item: Title: 2.1 The rise of service robotics Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@66d1af89 Item: Title: 2.2 Patent data analysis and use of topic modeling Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@8646db9 Item: Title: 3 Data and methodology Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@37374a5e Children: Item: Title: 3.1 The robotics patent data set Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@4671e53b Item: Title: 3.2 Patent data pre-processing Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@2db7a79b Item: Title: 3.3 Topic modeling Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@6950e31 Item: Title: 3.4 Topic matching Destination: 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Item: Title: Appendix A Classification of robots: ISO standard and IFR operationalization Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@64f6106c Children: Item: Title: A1 Robot categories according to standard ISO 8373:2012(en) Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@553a3d88 Item: Title: A2 Robot patent-industry assignments based on PATSTAT mapping Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@7a30d1e6 Item: Title: Appendix B Further details on the methods used Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@5891e32e Children: Item: Title: B1 Data pre-processing Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@cb0ed20 Item: Title: B2 Formal description of LDA and the parameters used Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@8e24743 Item: Title: B3 Determining the number of topics Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@74a10858 Item: Title: B4 Plotting diffusion curves for LDA topics Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@23fe1d71 Item: Title: B5 Topic matching Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@28ac3dc3 Item: Title: B6 Network space of topics Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@32eebfca Item: Title: Appendix C Further results Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@4e718207 Children: Item: Title: C1 LDA model with 380 topics Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@1d371b2d Item: Title: C2 LDA model with 190 topics Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@543c6f6d Item: Title: References Destination: edu.harvard.hul.ois.jhove.module.pdf.PdfSimpleObject@13eb8acf Info: Title: Tracing the evolution of service robotics: Insights from a topic modeling approach Author: Ivan Savin Subject: Technological Forecasting & Social Change, 174 (2022) 121280. 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Technological Forecasting & Social Change, 174 (2022) 121280. doi:10.1016/j.techfore.2021.121280 Knowledge diffusion Latent dirichlet allocation Networks Patents Topic matching Tracing the evolution of service robotics: Insights from a topic modeling approach Ivan Savin Ingrid Ott Chris Konop VoR 4th December 2021 Acrobat Distiller 8.1.0 (Windows) Knowledge diffusion,Latent dirichlet allocation,Networks,Patents,Topic matching 4th December 2021 sciencedirect.com elsevier.com true 2010-04-23 10.1016/j.techfore.2021.121280 noindex journal © 2021 The Author(s). 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