Patentee Name Harmonisation - ecoom.be

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11 IINTERNATIONALBUSINESSMACHINES INERNATIONALBUSINESSMACHINES INTENATIONALBUSINESSMACHINES INTERANATIONALBUSINESSMACHINES INTERNAIONALBUSINESSMACHINES INTERNATIAONALBUSINESSMACHINES INTERNATIIONALBUSINESSMACHINES INTERNATINALBUSINESSMACHINES INTERNATIOALBUSINESSMACHINES INTERNATIOANALBUSINESSMACHINES INTERNATIOINALBUSINESSMACHINES INTERNATIONAALBUSINESSMACHINES INTERNATIONALBUINESSMACHINES INTERNATIONALBUNSINESSMACHINES INTERNATIONALBUSINBESSMACHINES INTERNATIONALBUSINEESMACHINES INTERNATIONALBUSINEMSSMACHINES INTERNATIONALBUSINESMACHINES INTERNATIONALBUSINESSMACHINCES INTERNATIONALBUSINESSMACHINE INTERNATIONALBUSINESSMACHINECORPINTERNATIONALPROPERTYLAW INTERNATIONALBUSINESSMACHINES INTERNATIONALBUSINESSMACHINESC INTERNATIONALBUSINESSMACHINESCIRPORATION INTERNATIONALBUSINESSMACHINESCOIRPORATION INTERNATIONALBUSINESSMACHINESCOMPANY INTERNATIONALBUSINESSMACHINESCOPORATION INTERNATIONALBUSINESSMACHINESCOPROATION INTERNATIONALBUSINESSMACHINESCOPRORATION INTERNATIONALBUSINESSMACHINESCORORATION INTERNATIONALBUSINESSMACHINESCORP INTERNATIONALBUSINESSMACHINESCORPOATION INTERNATIONALBUSINESSMACHINESCORPORAITON INTERNATIONALBUSINESSMACHINESCORPORARTION INTERNATIONALBUSINESSMACHINESCORPORATAION INTERNATIONALBUSINESSMACHINESCORPORATIION INTERNATIONALBUSINESSMACHINESCORPORATIN INTERNATIONALBUSINESSMACHINESCORPORATIOIN INTERNATIONALBUSINESSMACHINESCORPORATIOM INTERNATIONALBUSINESSMACHINESCORPORATION INTERNATIONALBUSINESSMACHINESCORPORATIONIBM INTERNATIONALBUSINESSMACHINESCORPORATIONS INTERNATIONALBUSINESSMACHINESCORPORATOIN INTERNATIONALBUSINESSMACHINESCORPORATON INTERNATIONALBUSINESSMACHINESCORPORATRION INTERNATIONALBUSINESSMACHINESCORPORTAION INTERNATIONALBUSINESSMACHINESCORPORTATION INTERNATIONALBUSINESSMACHINESCORPORTION INTERNATIONALBUSINESSMACHINESCORPROATION INTERNATIONALBUSINESSMACHINESINCORPORATION INTERNATIONALBUSINESSMACHINESMACHINE INTERNATIONALBUSINESSMACHINESMACHINES INTERNATIONALBUSINESSMACHINESOPERATION INTERNATIONALBUSINESSMACHINESS INTERNATIONALBUSINESSMACHNES INTERNATIONALBUSINESSMACHNINES INTERNATIONALBUSINESSMACINES INTERNATIONALBUSINESSMACJINESCOPORATION INTERNATIONALBUSINESSMAHINES INTERNATIONALBUSINESSSMACHINES INTERNATIONALBUSINSESSMACHINES INTERNATIONALBUSINSSMACHINES INTERNATIONALBUSISNESSMACHINES INTERNATIONALBUSNESSMACHINES INTERNATIONALBUSSINESSMACHINES INTERNATIONLBUSINESSMACHINES INTERNATONALBUSINESSMACHINES INTERNTIONALBUSINESSMACHINES INTRNATIONALBUSINESSMACHINES ITERNATIONALBUSINESSMACHINES LNTERNATIONALBUSINESSMACHINES
A considerable number of name variations were identified (n=74); the fact that they are all correct illustrates the potential power of approximate string searching. In a second exercise, a larger scale test was performed on a sample of 1,000 cleaned names with a length of 15 characters. All Levenshtein distances between the names in the sample and all cleaned names with a length between 14 or 16 characters were calculated. 291 links were found with a Levenshtein distance of 1. Table 3 contains 100 matches with a Levenshtein distance of 1. Table 3: Example of 100 approximate string matches with Levenshtein distance of 1 SOURCE NAME MATCHED NAME SOURCE NAME MATCHED NAME AGINTERNATIONAL AHINTERNATIONAL APMANUFACTURING CPMANUFACTURING AGINTERNATIONAL ALINTERNATIONAL ALTEATECHNOLOGY ALTHEATECHNOLOGY ABAYATECHNOLOGY AVAYATECHNOLOGY APMANUFACTURING AMMANUFACTURING ABAYENGINEERING ABALENGINEERING ABKNUFSILPLATAR ABKNUTSILPLATAR ALINTERNATIONAL AILINTERNATIONAL ALPHATERAPEUTIC ALPHATHERAPEUTIC ALINTERNATIONAL AHINTERNATIONAL ABCOENGINEERING AMCOENGINEERING ABBALSTROMPOWER ABBALSTOMPOWER AGINTERNATIONAL AZINTERNATIONAL ALINTERNATIONAL ALSINTERNATIONAL AHINTERNATIONAL ACINTERNATIONAL ALINTERNATIONAL ACINTERNATIONAL ABCSCHOOLSUPPLY ABCESCHOOLSUPPLY APPLIEDMATRIALS APPLIEDMATERIALS ALIENTECHNOLOGY ALLENTECHNOLOGY APPLIEDMATRIALS APPLIEDMATEIALS APPLIEDGENETICS APPLIEDGENERICS ABBOTLABORATORY ABBOTTLABORATORY AMMANUFACTURING APMANUFACTURING APPLIEDMATERIAL APPLIEDMATERIALS ALIENTECHNOLOGY ALIGNTECHNOLOGY AGINTERNATIONAL AGTINTERNATIONAL AAMANUFACTURING APMANUFACTURING APPLIEDMATEIALS APPLIEDMATRIALS ABEAMTECHNOLOGY BEAMTECHNOLOGY APPLIEDMATEIALS APPLIEDMATERIALS ABEAMTECHNOLOGY YBEAMTECHNOLOGY ALINTERNATIONAL AGINTERNATIONAL AGINTERNATIONAL ACINTERNATIONAL ALINTERNATIONAL CLINTERNATIONAL AMMANUFACTURING A1MANUFACTURING AAMANUFACTURING BAMANUFACTURING ALPINEPLANTFOOD ALPINEPLANTFOODS AAMANUFACTURING DAMANUFACTURING AMMANUFACTURING AAMANUFACTURING AAMANUFACTURING GAMANUFACTURING AMMANUFACTURING AEMANUFACTURING AAMANUFACTURING TAMANUFACTURING APPLIEDGENERICS APPLIEDGENETICS AGINTERNATIONAL AMINTERNATIONAL 3DINTERNATIONAL LDINTERNATIONAL APTEKTECHNOLOGY OPTEKTECHNOLOGY AAMANUFACTURING AMMANUFACTURING ALINTERNATIONAL TLINTERNATIONAL AMINTERNATIONAL PMINTERNATIONAL ALINTERNATIONAL AMINTERNATIONAL 3DINTERNATIONAL 3DMINTERNATIONAL ALINTERNATIONAL LLINTERNATIONAL 3DINTERNATIONAL 3EINTERNATIONAL AGINTERNATIONAL AGRINTERNATIONAL 3DINTERNATIONAL 3RINTERNATIONAL ALINTERNATIONAL CALINTERNATIONAL 3DINTERNATIONAL A3DINTERNATIONAL ALINTERNATIONAL AZINTERNATIONAL AMINTERNATIONAL PAMINTERNATIONAL AAWPRODUCKTIONS AAWPRODUKTIONS 3DINTERNATIONAL IDINTERNATIONAL ALINTERNATIONAL AOLINTERNATIONAL 3DDEVELOPPEMENT ADDEVELOPPEMENT APPRICHJOHANNES DAPPRICHJOHANNES 3EINTERNATIONAL 3AINTERNATIONAL ALIGNTECHNOLOGY ALIENTECHNOLOGY 3EINTERNATIONAL 3DINTERNATIONAL ABALENGINEERING ABAYENGINEERING AMINTERNATIONAL TAMINTERNATIONAL ALINTERNATIONAL PALINTERNATIONAL 3EINTERNATIONAL 3RINTERNATIONAL AHINTERNATIONAL ALINTERNATIONAL 3EINTERNATIONAL CEINTERNATIONAL APPLIEDMAGNETIC APPLIEDMAGNETICS 3EINTERNATIONAL GEINTERNATIONAL AMMANUFACTURING JMMANUFACTURING 3EINTERNATIONAL MEINTERNATIONAL AMMANUFACTURING LMMANUFACTURING 3DINTERNATIONAL FDINTERNATIONAL AMMANUFACTURING MMMANUFACTURING 3AINTERNATIONAL 3RINTERNATIONAL AMMANUFACTURING PMMANUFACTURING ARANYKALSZMGTSZ ARANYKALASZMGTSZ AMINTERNATIONAL ACINTERNATIONAL AMINTERNATIONAL ASMINTERNATIONAL AHINTERNATIONAL AGINTERNATIONAL AMINTERNATIONAL ATMINTERNATIONAL ABKNUTSILPLATAR ABKNUFSILPLATAR AMINTERNATIONAL AZINTERNATIONAL APPIEDMATERIALS APPLIEDMATERIALS AMINTERNATIONAL DMINTERNATIONAL AHINTERNATIONAL AMINTERNATIONAL AMINTERNATIONAL IMINTERNATIONAL ALTEATECHNOLOGY ALTELTECHNOLOGY 3DINTERNATIONAL 3AINTERNATIONAL ALTEATECHNOLOGY ALTEXTECHNOLOGY 3AINTERNATIONAL 3EINTERNATIONAL APMANUFACTURING FPMANUFACTURING 3EINTERNATIONAL SEINTERNATIONAL 12
Page 1 and 2: Data Production Methods for Harmoni
Page 3 and 4: Table of contents 1 Introduction...
Page 5 and 6: 2 PATENTEE NAME HARMONIZATION AND L
Page 7 and 8: 3.2 DERWENT WPI company name harmon
Page 9 and 10: Figure 1: Overview schema name clea
Page 11 and 12: 4.2.3 Spelling variation harmonizat
Page 13: 6 DIRECTIONS FOR FURTHER DEVELOPMEN
Page 17 and 18: IBM INTERNATION BUSINESS MACHINES I
Page 19 and 20: DIAGNOSTICS MITSUBISHIJUKOGYO MITSU
Page 21 and 22: APPENDIX 1: STEP-BY-STEP METHODOLOG
Page 23 and 24: 1.1.3 Replace propriety coded chara
Page 25 and 26: 220 "Ü" "U" 221 "Ý" "Y" 159 "Ÿ"
Page 27 and 28: Impact From 438,069 unique names to
Page 29 and 30: “%,GMBH.%” “, GMBH.” “%,G
Page 31 and 32: 2 NAME CLEANING 2.1 Legal form indi
Page 33 and 34: INCORPORATED Incorporated AS Akties
Page 35 and 36: Some legal form indications are not
Page 37 and 38: " GMBH & CO. KG " 191 GMBH Replace
Page 39 and 40: "AND COMPANY" 120 "& COMPANY" 10,90
Page 41 and 42: "TECHNOLOGIES" 7,587 "TECHNOLOGY" "
Page 43 and 44: marked in the previous step as a na
Page 45 and 46: 3 HARMONIZATION RESULTS As the fina
Page 47 and 48: 13 37 12 35 11 61 10 82 9 136 8 179
Page 49 and 50: 3.3 Patent distribution amongst pat
Page 51 and 52: product). Appendix 5 contains the t
Page 53 and 54: The absolute differences in the num
Page 55 and 56: 1056 ", IN.C" 4 INCORPORATED Remove
Page 57 and 58: 1199 " MFG., LTD." 23 LIMITED Repla
Page 59 and 60: 1314 " (I.P) LIMITED" 1 LIMITED Rem
Page 61 and 62: 1450 " P.L.C." 60 PLC Remove 1451 "
Page 63 and 64: 1585 " A.S." 240 AS Remove 1586 " A
Page 65 and 66:
1715 CO." " GESELLSCHAFT M.B.H & CO
Page 67 and 68:
1844 " AKTIENGESELLSCHAFT & CO. KG"
Page 69 and 70:
1981 " MBH." 19 GMBH Remove 1982 "
Page 71 and 72:
2053 " KOGYOLKABUSHIKI KAISHA" 1 20
Page 73 and 74:
LAST WORD NBR OF CUM % LAST WORD NB
Page 75 and 76:
FIRST WORD NBR OF CUM % FIRST WORD
Page 77 and 78:
52 NIKON CORPORATION 4,500 615,317
Page 79 and 80:
177 UNISYS CORPORATION 1,653 942,72
Page 81 and 82:
54 HENKEL KOMMANDITGESELLSCHAFT AUF
Page 83 and 84:
177 CASIO COMPUTER COMPANY 1,848 1,
Page 85:
DIMPLEX NORTH AMERICA 1 22 1 22 0 0
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