# "<http://www.grid.ac/institutes/grid.4808.4>"], targets, output=True)
"""""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """
PLOT THE LINK NETWORK
""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """"""
size = 7
ls_4 = "http://risis.eu/lens/union_Grid_20170712_Eter_2014_Orgreg_20170718_N1655042445"
ls_5 = "http://risis.eu/lens/union_Eter_2014_Orgreg_20170718_Grid_20170712_N2030153069"
ls_1k = "http://risis.eu/lens/union_Eter_2014_Orgreg_20170718_Grid_20170712_P1640316176"
ls_app = "http://risis.eu/lens/union_Eter_2014_Orgreg_20170718_Grid_20170712_N1942436340"
ls_app_50m = "http://risis.eu/lens/union_Grid_20170712_Eter_2014_Orgreg_20170718_P571882700"
directory = "C:\Users\Al\Videos\LinkMetric\Test-2"
Plt.cluster_d_test(ls_app_50m,
network_size=3,
targets=targets,
directory=directory,
greater_equal=False,
limit=70000,
activated=False)
# # GEO-SIMILARITY OF NEARBY [1 KILOMETER]
# # REFINED BY EXACT MATCHED
# # ==> UNION OF 8 LINKSETS
# union_03 = "http://risis.eu/lens/union_Eter_2014_Orgreg_20170718_Grid_20170712_P1476302481"
# directory = "C:\Users\Al\Videos\LinkMetric\Test-3"
# Plt.cluster_d_test(union_03, network_size=3, targets=targets,
# directory=directory, greater_equal=False, limit=70000, activated=False)
# track(directory, "Academy of Fine Arts Vienna", activated=False)
"""""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """
# RUN 00: GEO-SIMILARITY OF NEARBY [50 meters BEFORE]
""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """"""
# THE OUTPUT DIRECTORY
directory = "C:\Productivity\LinkAnalysis\ISWC2018\Netherlands_name"
# THE LENS TO USE FOR NETWORK EXTRACTION
lens = "union_Eter_2014_LeidenRanking_2015_Grid_20170712_H2020_Orgref_20170703_Orgreg_20170718_P1768695787"
union = "http://risis.eu/lens/{}".format(lens)
"""""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""
# PLOT THE GRAPHS TO FILE AND ALSO OUTPUT A TEXT VERSION
# GENERATE AN EVALUATION SHEET
""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" ""
Plt.cluster_d_test(union,
network_size=net_size,
network_size_max=net_max_size,
targets=Data.targets,
constraint_targets=Data.targets_constraints,
constraint_text="NL, Netherlands",
directory=directory,
greater_equal=greater_equal,
limit=None,
activated=False)
"""""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""
# EVALUATION SHEET SUMMARY #
""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" ""
"""EXAMPLE""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """"
EVALUATION SHEET SUMMARY FOR: 5_2_ClusterSheet_20180301.txt
MACHINE GOOD 14 HUMAN GOOD 14 TRUE POSITIVE 13 FALSE POSITIVE 1
MACHINE BAD 1 HUMAN BAD 1 PRECISION 0.929 RECALL 0.929
MACHINE ACCEPTABLE 0 HUMAN ACCEPTABLE 0 FALSE NEGATIVE 1 TRUE NEGATIVE 0
MACHINE UNCERTAIN 0 HUMAN UNCERTAIN 0 F MEASURE 0.929
TOTAL 15 TOTAL 15
# THE OUTPUT DIRECTORY
directory = "C:\Productivity\LinkAnalysis\TRIAL-2"
directory_2 = "C:\Productivity\LinkAnalysis\TRIAL-5"
# THE LENS TO USE FOR NETWORK EXTRACTION
lens = "union_LeidenRanking_2015_Grid_20170712_Orgref_20170703_Orgreg_20170718_Eter_2014_H2020_P1908729565"
union = "http://risis.eu/lens/{}".format(lens)
# PLOT THE GRAPHS TO FILE AND ALSO OUTPUT A TEXT VERSION
# GENERATE AN EVALUATION SHEET
for i in range(7, 8):
print "\nITERATION {}".format(i)
Plt.cluster_d_test(union,
network_size=i,
targets=Data.targets,
directory=directory,
greater_equal=greater_equal,
limit=None,
activated=True)
# GET STATISTICS ON NETWORK EVALUATION IN TERMS OF GOOD/ACCEPTABLE - BAD AND UNDECIDABLE
size = 6
year = "20180206"
year_2 = "20180204"
check_folder = lens
set_0 = join(directory, "{}_Analysis_{}\{}".format(size, year, check_folder))
set_1 = join(directory_2, "{}_Analysis_{}\{}".format(size, year_2,
check_folder))
Functions.folder_check(set_0,
set_0,
diff_1=True,
"C:\Productivity\RQT",
activated=False)
"""""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""
# PLOT FOR OPENAIRE DATATHON EMBEDDED LINKS
""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" ""
net_size = 3
net_max_size = 11
embedded_dir = open_aire_dir.format("Embedded_True")
embedded_linkset = "subset_openAire_20180219_openAire_20180219_embededAlignment_OrganizationEntity_sameAs_N2115119541"
embedded_linkset = "http://risis.eu/linkset/{}".format(embedded_linkset)
Plt.cluster_d_test(embedded_linkset,
network_size=net_size,
network_size_max=net_max_size,
targets=Data.targets_openaire,
constraint_targets=None,
constraint_text=None,
directory=embedded_dir,
greater_equal=greater_equal,
limit=None,
only_good=True,
activated=True)
"""""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""
# PLOT FOR OPENAIRE DATATHON
""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" """""" ""
open_aire_dir = "C:\Productivity\LinkAnalysis\D2SOpenAire\Cluster"
open_aire_cluster = "clustered_exactStrSim_N1245386587321660737"
cluster = "http://risis.eu/linkset/{}".format(open_aire_cluster)
open_aire_lens_dir = "C:\Productivity\LinkAnalysis\D2SOpenAire\Lens"
open_aire_lens = "union_Grid_20170712_H2020_Orgref_20170703_OpenAire_20180219_N2036353171593472993"
lens = "http://risis.eu/lens/{}".format(open_aire_lens)
# """"""""""""""""""""""""""""""""""""""""""""""""
# PLOT THE LINK NETWORK OF 50 METERS BEFORE
# 92 CLUSTERS OF SIZE 3 FOUND
# 63 CLUSTERS OF SIZE 4 FOUND
# 16 CLUSTERS OF SIZE 5 FOUND
# """"""""""""""""""""""""""""""""""""""""""""""""
lens50before = lens_prefix.format(
"union_Eter_2014_Grid_20170712_Orgreg_20170718_P1611822898")
Plt.cluster_d_test(lens50before,
network_size=3,
network_size_max=0,
targets=Data.targets,
constraint_targets=None,
constraint_text=None,
directory=directory,
greater_equal=False,
limit=None,
only_good=False,
activated=True)
# """"""""""""""""""""""""""""""""""""""""""""""""
# PLOT THE LINK NETWORK OF 50 METERS AFTER
# 31 CLUSTERS OF SIZE 3 FOUND
# 04 CLUSTERS OF SIZE 4 FOUND
# 00 CLUSTERS OF SIZE 5 FOUND
# """"""""""""""""""""""""""""""""""""""""""""""""
lens50after = lens_prefix.format(
"union_Eter_2014_Grid_20170712_Orgreg_20170718_N287253238")