I share this presentation whose goal is to analyze EPO PATSTAT as data source for BRICS countries and its advantages and disadvantages. Inm appendix sql code for extracting the data I presented.
Thursday, May 8, 2014
Wednesday, April 30, 2014
Fixing 'see applicant' issue in patstat TLS207
Among the gift brought from EPO with oct. 2013 version, there is a change that is quite a worstening of data quality, since for a big number of applications (140.700: all of them at EP application authority) instead of the correct reference to the inventor person_id TLS207 lists person id 96 whose name (see applicant) do not let us presume it is a valid entry...
In order to fix it for the great majority of the records (140.680 of them) who list only one inventor (the famous 'see applicant') I wrote this lines of code that should fix the issue in mysql.
are left out about 20 records that have also inventors other than 'see applicant' so a hand made correctin and check should be performed.
-- fixes for SEE APPLICANT (person id 96) on TLS207
use patstat;
-- back up old TLS207
create table tls207_pers_appln_back as select * from tls207_pers_appln;
-- temp table with
drop table if exists t01;
create table t01
select u.appln_id from tls207_pers_appln u inner join
(SELECT * FROM tls207_pers_appln t
WHERE t.`PERSON_ID`=96 and invt_seq_nr =1) as t on t.appln_id = u.appln_id
group by u.appln_id
having max(u.invt_seq_nr = 1);
alter table t01 add index id1(appln_id);
-- update : keep applicants order
update tls207_pers_appln a inner join t01 t on t.appln_id = a.appln_id
set a.invt_seq_nr = a.applt_seq_nr
where a.invt_seq_nr = 0 and a.applt_seq_nr > 0;
-- deletes old inventor 96 see also in updated applications
delete a.* from tls207_pers_appln a inner join t01 t on t.appln_id = a.appln_id
where person_id = 96;
-- check: tabel should be empty
drop table if exists tchk01;
create table tchk01
Select t7.APPLN_ID, t7.INVT_SEQ_NR, Count(t7.PERSON_ID) as c
From tls207_pers_appln t7
where t7.INVT_SEQ_NR > 0
Group By t7.APPLN_ID, t7.INVT_SEQ_NR
Having Count(t7.PERSON_ID) > 1
-- exit drops temp tables
drop table t01;
In order to fix it for the great majority of the records (140.680 of them) who list only one inventor (the famous 'see applicant') I wrote this lines of code that should fix the issue in mysql.
are left out about 20 records that have also inventors other than 'see applicant' so a hand made correctin and check should be performed.
-- fixes for SEE APPLICANT (person id 96) on TLS207
use patstat;
-- back up old TLS207
create table tls207_pers_appln_back as select * from tls207_pers_appln;
-- temp table with
drop table if exists t01;
create table t01
select u.appln_id from tls207_pers_appln u inner join
(SELECT * FROM tls207_pers_appln t
WHERE t.`PERSON_ID`=96 and invt_seq_nr =1) as t on t.appln_id = u.appln_id
group by u.appln_id
having max(u.invt_seq_nr = 1);
alter table t01 add index id1(appln_id);
-- update : keep applicants order
update tls207_pers_appln a inner join t01 t on t.appln_id = a.appln_id
set a.invt_seq_nr = a.applt_seq_nr
where a.invt_seq_nr = 0 and a.applt_seq_nr > 0;
-- deletes old inventor 96 see also in updated applications
delete a.* from tls207_pers_appln a inner join t01 t on t.appln_id = a.appln_id
where person_id = 96;
-- check: tabel should be empty
drop table if exists tchk01;
create table tchk01
Select t7.APPLN_ID, t7.INVT_SEQ_NR, Count(t7.PERSON_ID) as c
From tls207_pers_appln t7
where t7.INVT_SEQ_NR > 0
Group By t7.APPLN_ID, t7.INVT_SEQ_NR
Having Count(t7.PERSON_ID) > 1
-- exit drops temp tables
drop table t01;
Monday, March 24, 2014
Crios-Patstat Database: Sources, Contents and Access Rules
Ok this is self-advertizing,
but is now available for download at http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2404344
the full WP about Crios-Patstat Database: Sources, Contents and Access Rules.
any comment, suggestions etc are welcome!
but is now available for download at http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2404344
the full WP about Crios-Patstat Database: Sources, Contents and Access Rules.
any comment, suggestions etc are welcome!
Tuesday, March 11, 2014
Mysql script for importing OECD regpat
OECD regpat is a set plug and play tables that set on Patstat adding a batch of useful info as NUTS code, IPC, counts etc (see for more info http://www.oecd.org/sti/inno/oecdpatentdatabases.htm)
I put here a small script for importing in mysql 2 of the gived tables: ep_app_reg and ep_inv_reg giving especially regional NUTS3 code for EP inventors and applicants.
just be careful to replace YOURDIRECTORYHERE with the folder where you put the files from regpat.
-- Import REGPAT Mysql script
-- List of EPO applicants
drop table if exists EP_APP_REG;
drop table if exists EP_INV_REG;
create table EP_APP_REG
(App_nbr varchar(13),
Appln_id varchar(11),
Pub_nbr varchar(11), -- EPO patent publication number
Person_id varchar(11), -- Surrogate key - person identifier in PATSTAT, October 2013
App_name varchar(300), -- Applicantfs name
Address varchar(500), -- Address
Reg_code varchar(10), -- NUTS3/TL3 region code
Ctry_code varchar(2), -- ISO 2 country code
Reg_share2 varchar(7), -- Multiple allocation to a region - Share . 1
App_share3 varchar(7)) -- Applicantfs share . 1
ENGINE=MyISAM
CHARACTER SET utf8 COLLATE utf8_general_ci;
create table EP_INV_REG
(App_nbr varchar(13),
Appln_id varchar(11),
Pub_nbr varchar(11), -- EPO patent publication number
Person_id varchar(11), -- Surrogate key - person identifier in PATSTAT, October 2013
Inv_name varchar(300), -- Applicantfs name
Address varchar(500), -- Address
Reg_code varchar(10), -- NUTS3/TL3 region code
Ctry_code varchar(2), -- ISO 2 country code
Reg_share2 varchar(7), -- Multiple allocation to a region - Share . 1
Inv_share3 varchar(7)) -- Applicantfs share . 1
ENGINE=MyISAM
CHARACTER SET utf8 COLLATE utf8_general_ci;
LOAD DATA INFILE 'YOURDIRECTORYHERE/201401_EPO_App_reg.txt' INTO TABLE EP_APP_REG
FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"'
lines terminated by '\r\n'
IGNORE 1 LINES ;
LOAD DATA INFILE 'patstat/raw/201401_EPO_Inv_reg.txt' INTO TABLE EP_INV_REG
FIELDS TERMINATED BY '|' OPTIONALLY ENCLOSED BY '"'
lines terminated by '\r\n'
IGNORE 1 LINES -- fixes format data: default import = text
ALTER TABLE ep_app_reg MODIFY COLUMN Appln_id INT(11) UNSIGNED DEFAULT NULL,
MODIFY COLUMN Person_id INT(11) UNSIGNED DEFAULT NULL,
MODIFY COLUMN Reg_share2 DOUBLE DEFAULT NULL,
MODIFY COLUMN App_share3 DOUBLE DEFAULT NULL;
ALTER TABLE ep_inv_reg MODIFY COLUMN Appln_id INT(11) UNSIGNED DEFAULT NULL,
MODIFY COLUMN Person_id INT(11) UNSIGNED DEFAULT NULL,
MODIFY COLUMN Reg_share2 DOUBLE DEFAULT NULL,
MODIFY COLUMN Inv_share3 DOUBLE DEFAULT NULL;
Friday, March 7, 2014
matching scientific subfields/journals with NACE and FP areas
Some interesting concordance matrixes from Science Metrix, taken from the paper you may find at this link.
They provide a link among scientific subfields and nace and Framework Program priority areas; the exercise is based on scopus data.
A complete list of journals by field and subfield in Science-Metrix’ ontology of science, visit: http://www.science-metrix.com/SM_Ontology_102.xls
They provide a link among scientific subfields and nace and Framework Program priority areas; the exercise is based on scopus data.
A complete list of journals by field and subfield in Science-Metrix’ ontology of science, visit: http://www.science-metrix.com/SM_Ontology_102.xls
Table LXXIV The
matching scheme between FP7 priorities and the research classification
|
||
FP7 Thematic Priorities
|
SM_Field
|
SM_SubField
|
1. Health
|
Biomedical
Research
|
All
subfields
|
1. Health
|
Clinical
Medicine
|
All
subfields
|
1. Health
|
Psychology
& Cognitive Sciences
|
All
subfields
|
1. Health
|
Public
Health & Health Services
|
All
subfields
|
1. Health
|
Engineering
|
Biomedical
Engineering
|
2a. Food, Agriculture and Fisheries
|
Agriculture,
Fisheries & Forestry
|
All
subfields
|
2b.
Biotechnology
|
Enabling
& Strategic Technologies
|
Biotechnology
|
2b.
Biotechnology
|
Enabling
& Strategic Technologies
|
Bioinformatics
|
3.
Information and Communication Technologies
|
Information
& Communication Technologies
|
All
subfields
|
4a.Nanosciences
and Nanotechnologies
|
Enabling
& Strategic Technologies
|
Nanoscience
& Nanotechnology
|
4b.
Materials (exluding nanotechnologies)
|
Enabling
& Strategic Technologies
|
Materials
|
4b.
Materials (exluding nanotechnologies)
|
Chemistry
|
Polymers
|
4c. New
Production Technologies
|
Engineering
|
Industrial
Engineering & Automation
|
4c. New
Production Technologies
|
Engineering
|
Operations
Research
|
4d.
Construction and Construction Technologies
|
Built
Environment & Design
|
All
subfields
|
5. Energy
|
Enabling
& Strategic Technologies
|
Energy
|
6.
Environment (including Climate Change)
|
Earth &
Environmental Sciences
|
All
subfields
|
6.
Environment (including Climate Change)
|
Engineering
|
Environmental
Engineering
|
6.
Environment (including Climate Change)
|
Biology
|
Ecology
|
7a.
Aeronautics
|
Engineering
|
Aerospace
& Aeronautics
|
7b.
Automobiles
|
Engineering
|
Automobile
Design & Engineering
|
7c. Other
Transport Technologies
|
Economics
& Business
|
Logistics
& Transportation
|
7c. Other
Transport Technologies
|
Engineering
|
Mechanical
Engineering & Transports
|
7c. Other
Transport Technologies
|
Engineering
|
Civil
Engineering
|
8a.
Socio-Economic Sciences
|
Communication
& Textual Studies
|
Communication
& Media Studies
|
8a.
Socio-Economic Sciences
|
Economics
& Business
|
All subfields except Logistics & Transportation
|
8a.
Socio-Economic Sciences
|
Social
Sciences
|
All
subfields
|
8b.
Humanities;
|
Historical
Studies
|
All
subfields
|
8b.
Humanities;
|
Communication
& Textual Studies
|
Languages
& Linguistics
|
8b.
Humanities;
|
Communication
& Textual Studies
|
Literary
Studies
|
8b.
Humanities;
|
Philosophy
& Theology
|
All
subfields
|
8b.
Humanities;
|
Visual
& Performing Arts
|
All
subfields
|
9. Space
|
Engineering
|
Aerospace
& Aeronautics
|
10.
Security.
|
Enabling
& Strategic Technologies
|
Strategic,
Defence & Security Studies
|
Table CIII List of economic sectors and their matched scientific
subfields/journals
|
|
NACE codes
|
Matched Scientific Subfields/Journals
|
15 & 29.53
|
Food Science
|
15 & 29.53
|
Nutrition & Dietetics
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Advanced Composite Materials
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Cellulose
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Chemical Engineering Research &
Design
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Dyes and Pigments
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Fibers and Polymers
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Fibre Chemistry
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Fibres & Textiles in Eastern Europe
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Indian Journal
of Fibre and Textile Research
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Industria Textila
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
International
Journal of Clothing Science and Technology
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of
Adhesion Science and Technology
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of
Applied Polymer Science
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Cotton Science
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of
Fashion Marketing and Management
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Industrial Textiles
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Natural Fibers
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of
Non-New tonian Fluid Mechanics
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of
Photopolymer Science and Technology
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Polymer Research
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of
Polymer Science Part B
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of
Polymers and the Environment
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Textile Institute
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Kagaku Kogaku Ronbunshu
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
KGK Kautschuk Gummi Kunststoffe
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Kobunshi Ronbunshu
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Macromolecular Research
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Research on Chemical Intermediates
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Sen'i Gakkaishi
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Tekstil
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Textile Chemist
and Colorist and American Dyestuff Reporter
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Textile Research Journal
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Wool Technology
and Sheep Breeding
|
22.3 & 24.64/5
|
Applied Physics
|
22.3 & 24.64/5
|
Artificial Intelligence & Image
Processing
|
22.3 & 24.64/5
|
Computer Hardw are & Architecture
|
22.3 & 24.64/5
|
Mechanical Engineering & Transports
|
22.3 & 24.64/5
|
Softw are Engineering
|
24.1, 24.3 & 24.62
|
Chemical Engineering
|
24.1, 24.3 & 24.62
|
General Chemistry
|
24.1, 24.3 & 24.62
|
Physical Chemistry
|
24.1, 24.3 & 24.62
|
Polymers
|
24.1, 24.3 & 24.62
|
Toxicology
|
24.4
|
Medicinal & Biomolecular Chemistry
|
24.4
|
Pharmacology & Pharmacy
|
25.2
|
Polymers
|
26
|
Applied Physics
|
26
|
Building & construction
|
26
|
Materials
|
26
|
Optoelectronics & Photonics
|
29.1, 29.2 & 29.4
|
Design Practice & Management
|
29.1, 29.2 & 29.4
|
Industrial Engineering & Automation
|
29.1, 29.2 & 29.4
|
Mechanical Engineering & Transports
|
29.3
|
Agronomy & Agriculture
|
29.3
|
Design Practice & Management
|
29.3
|
Electrical & Electronic Engineering
|
29.3
|
Environmental Engineering
|
29.3
|
Industrial Engineering & Automation
|
29.3
|
Mechanical Engineering & Transports
|
29.6
|
Aerospace & Aeronautics
|
29.6
|
Astronomy & Astrophysics
|
29.6
|
Geological & Geomatics Engineering
|
29.6
|
Meteorology & Atmospheric Sciences
|
29.6
|
Networking & Telecommunications
|
29.6
|
Optoelectronics & Photonics
|
29.7
|
Acoustics
|
29.7
|
Building & Construction
|
29.7
|
Electrical & Electronic Engineering
|
29.7
|
Mechanical Engineering & Transports
|
30
|
Computer Hardw are & Architecture
|
31.1
|
Electrical & Electronic Engineering
|
31.1
|
Energy
|
31.2, 31.3, 31.4 & 40
|
Civil Engineering
|
31.2, 31.3, 31.4 & 40
|
Energy
|
31.5
|
Applied Physics
|
31.5
|
Building & Construction
|
31.5
|
Electrical & Electronic Engineering
|
31.5
|
Optoelectronics & Photonics
|
31.61
|
Automobile Design & Engineering
|
31.61
|
Electrical & Electronic Engineering
|
31.61
|
Logistics & Transportation
|
32.1
|
Biomedical Engineering
|
32.1
|
Computer Hardw are & Architecture
|
32.2 & 32.3
|
Applied Physics
|
32.2 & 32.3
|
Electrical & Electronic Engineering
|
32.2 & 32.3
|
Netw orking & Telecommunications
|
33.1
|
Electrical & Electronic Engineering
|
33.1
|
Nuclear Medicine & Medical Imaging
|
33.2, 33.3 & 33.4
|
Analytical Chemistry
|
33.2, 33.3 & 33.4
|
Bioinformatics
|
33.2, 33.3 & 33.4
|
Microscopy
|
33.2, 33.3 & 33.4
|
Networking & Telecommunications
|
33.2, 33.3 & 33.4
|
Optics
|
33.2, 33.3 & 33.4
|
Optoelectronics & Photonics
|
34.1 & 34.3
|
Automobile Design & Engineering
|
34.1 & 34.3
|
Design Practice & Management
|
35.3
|
Aerospace & Aeronautics
|
35.3
|
Design Practice & Management
|
37
|
Environmental Engineering
|
37
|
Environmental Sciences
|
41 & 45.24
|
Chemical Engineering
|
41 & 45.24
|
Civil Engineering
|
41 & 45.24
|
Environmental Engineering
|
41 & 45.24
|
Environmental Sciences
|
45 except 45.24
|
Building & construction
|
45 except 45.24
|
Civil Engineering
|
63.1
|
Logistics & Transportation
|
63.1
|
Operations Research
|
64.2
|
Networking & Telecommunications
|
64.2
|
Optoelectronics & Photonics
|
64.2
|
Speech-Language Pathology &
Audiology
|
72 except 72.5
|
Computation Theory & Mathematics
|
72 except 72.5
|
Computer Hardw are & Architecture
|
72 except 72.5
|
Distributed Computing
|
72 except 72.5
|
Human Factors
|
72 except 72.5
|
Information Systems
|
72 except 72.5
|
Software Engineering
|
Table CIV List of scientific subfields/journals and the economic sectors
to which they have been matched
|
|
Matched Scientific Subfields/Journals
|
NACE codes
|
Acoustics
|
29.7
|
Advanced Composite Materials
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Aerospace & Aeronautics
|
29.6
|
Aerospace & Aeronautics
|
35.3
|
Agronomy & Agriculture
|
29.3
|
Analytical Chemistry
|
33.2, 33.3 & 33.4
|
Applied Physics
|
22.3 & 24.64/5
|
Applied Physics
|
26
|
Applied Physics
|
31.5
|
Applied Physics
|
32.2 & 32.3
|
Artificial Intelligence & Image Processing
|
22.3 & 24.64/5
|
Astronomy & Astrophysics
|
29.6
|
Automobile Design & Engineering
|
31.61
|
Automobile Design & Engineering
|
34.1 &34.3
|
Bioinformatics
|
33.2, 33.3 & 33.4
|
Biomedical Engineering
|
32.1
|
Building & construction
|
26
|
Building & Construction
|
29.7
|
Building & Construction
|
31.5
|
Building & construction
|
45 except 45.24
|
Cellulose
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Chemical Engineering
|
24.1, 24.3 & 24.62
|
Chemical Engineering
|
41 & 45.24
|
Chemical Engineering Research & Design
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Civil Engineering
|
31.2, 31.3, 31.4 & 40
|
Civil Engineering
|
41 & 45.24
|
Civil Engineering
|
45 except 45.24
|
Computation Theory & Mathematics
|
72 except 72.5
|
Computer Hardw are & Architecture
|
22.3 & 24.64/5
|
Computer Hardw are & Architecture
|
30
|
Computer Hardw are & Architecture
|
32.1
|
Computer Hardw are & Architecture
|
72 except 72.5
|
Design Practice & Management
|
29.1, 29.2 & 29.4
|
Design Practice & Management
|
29.3
|
Design Practice & Management
|
34.1 & 34.3
|
Design Practice & Management
|
35.3
|
Distributed Computing
|
72 except 72.5
|
Dyes and Pigments
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Electrical & Electronic Engineering
|
29.3
|
Electrical & Electronic Engineering
|
29.7
|
Electrical & Electronic Engineering
|
31.1
|
Electrical & Electronic Engineering
|
31.5
|
Electrical & Electronic Engineering
|
31.61
|
Electrical & Electronic Engineering
|
32.2 & 32.3
|
Electrical & Electronic Engineering
|
33.1
|
Energy
|
31.1
|
Energy
|
31.2, 31.3, 31.4 & 40
|
Environmental Engineering
|
29.3
|
Environmental Engineering
|
37
|
Environmental Engineering
|
41 & 45.24
|
Environmental Sciences
|
37
|
Environmental Sciences
|
41 & 45.24
|
Fibers and Polymers
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Fibre Chemistry
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Fibres & Textiles in Eastern Europe
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Food Science
|
15 & 29.53
|
General Chemistry
|
24.1, 24.3 & 24.62
|
Geological & Geomatics Engineering
|
29.6
|
Human Factors
|
72 except 72.5
|
Indian Journal of Fibre and Textile Research
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Industria Textila
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Industrial Engineering & Automation
|
29.1, 29.2 & 29.4
|
Industrial Engineering & Automation
|
29.3
|
Information Systems
|
72 except 72.5
|
International Journal of Clothing Science and Technology
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Adhesion Science and Technology
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Applied Polymer Science
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Cotton Science
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Fashion Marketing and Management
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Industrial Textiles
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Natural Fibers
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Non-New tonian Fluid Mechanics
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Photopolymer Science and Technology
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Polymer Research
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Polymer Science Part B
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Polymers and the Environment
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Journal of Textile Institute
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Kagaku Kogaku Ronbunshu
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
KGK Kautschuk Gummi Kunststoffe
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Kobunshi Ronbunshu
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Logistics & Transportation
|
31.61
|
Logistics & Transportation
|
63.1
|
Macromolecular Research
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Materials
|
26
|
Mechanical Engineering & Transports
|
22.3 & 24.64/5
|
Mechanical Engineering & Transports
|
29.1, 29.2 & 29.4
|
Mechanical Engineering & Transports
|
29.3
|
Mechanical Engineering & Transports
|
29.7
|
Medicinal & Biomolecular Chemistry
|
24.4
|
Meteorology & Atmospheric Sciences
|
29.6
|
Microscopy
|
33.2, 33.3 & 33.4
|
Networking & Telecommunications
|
29.6
|
Networking & Telecommunications
|
32.2 & 32.3
|
Networking & Telecommunications
|
33.2, 33.3 & 33.4
|
Networking & Telecommunications
|
64.2
|
Nuclear Medicine & Medical Imaging
|
33.1
|
Nutrition & Dietetics
|
15 & 29.53
|
Operations Research
|
63.1
|
Optics
|
33.2, 33.3 & 33.4
|
Optoelectronics & Photonics
|
26
|
Optoelectronics & Photonics
|
29.6
|
Optoelectronics & Photonics
|
31.5
|
Optoelectronics & Photonics
|
33.2, 33.3 & 33.4
|
Optoelectronics & Photonics
|
64.2
|
Pharmacology & Pharmacy
|
24.4
|
Physical Chemistry
|
24.1, 24.3 & 24.62
|
Polymers
|
24.1, 24.3 & 24.62
|
Polymers
|
25.2
|
Research on Chemical Intermediates
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Sen'i Gakkaishi
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Software Engineering
|
22.3 & 24.64/5
|
Software Engineering
|
72 except 72.5
|
Speech-Language Pathology & Audiology
|
64.2
|
Tekstil
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Textile Chemist and Colorist and American Dyestuff
Reporter
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Textile Research Journal
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
Toxicology
|
24.1, 24.3 & 24.62
|
Wool Technology and Sheep Breeding
|
17 , 29.54, 51.42/2, 51.83 & 52.41/2
|
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