def rank_author():
ac_net = AuthorCitationNetwork()
ac_net_m, ac_net_list = ac_net.make_matrix()
print("Caculate pagerank...")
ac_net_pgr = PageRank(ac_net_m)
ac_net_pr = ac_net_pgr.caculate("author_iter.txt", m_d=1e-5)
ac_net_results = list(zip(ac_net_list, ac_net_pr.tolist()))
ac_net_results.sort(key=itemgetter(1), reverse=True)
results = []
for result in ac_net_results:
results.append(str(result[0][1]) + " " + str(result[1][0]) + "\n")
# results.sort(key=itemgetter(2),reverse=True)
print("Writing results...")
f = open("2014/results/author.txt", 'w')
# f.writelines(str(ac_net_results))
f.writelines(str(results))
def rank_paper():
pp_net = PaperCitationNetwork()
pp_net_m, pp_net_list = pp_net.make_matrix()
print("Caculating pagerank...")
pp_net_pgr = PageRank(pp_net_m)
pp_net_pr = pp_net_pgr.caculate("paper_iter.txt", m_d=1e-7)
pp_net_results = list(zip(pp_net_list, pp_net_pr.tolist()))
pp_net_results.sort(key=itemgetter(1))
results = []
for result in pp_net_results:
results.append(str(result[0][1]) + " " + str(result[1][0]) + "\n")
# results.sort(key=lambda x:-1*x[2])
# printer=[]
# for r in results:
# printer.append(str(r[1])+" "+str(r[2])+"\n")
print("Writing results...")
f = open("2014/results/paper.txt", 'w')
f.writelines(str(results))
def rank_venue():
vn_net = VenueCitationNetwork()
vn_net_m, vn_net_list = vn_net.make_matrix()
print("Caculating pagerank...")
vn_net_pgr = PageRank(vn_net_m)
vn_net_pr = vn_net_pgr.caculate("venue_iter.txt", m_d=1e-7)
vn_list = []
for vn in vn_net_list:
vn_list.append(vn[0:2])
vn_net_results = list(zip(vn_list, vn_net_pr.tolist()))
vn_net_results.sort(key=itemgetter(1), reverse=True)
# ac_net_results.sort(key=lambda x:-1*x[1])
results = []
for result in vn_net_results:
results.append(
str(result[0][0]) + " " + str(result[0][1]) + " " +
str(result[1][0]) + "\n")
f = open("2014/results/venue.txt", 'w')
# f.writelines(str(vn_net_results))
f.writelines(results)
print("Writing results...")
