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...")