Kukopa kunosanganisira kubvuma pfungwa dzemumwe munhu, mashoko, kana mifananidzo, tsika inofungwa zvisina kunaka munzvimbo dzedzidzo uye dzehunyanzvi. Inogona kusaonekwa nevadzidzi vanogona kudzokorora mazwi emumwe munhu netsaona pasina kupihwa kwakakodzera. Sezvo zviratidzo zvokunokohwa zvisingashandiswi apo chimwe chinhu chinodururwa, chinogona kunzvenga nyore nyore kubata kwomuongorori wokuongorora ndokupfuurira kuchinyorwa chokupedzisira. Nekudaro, hazvigoneke zvachose, kunyanya sezvo macheki ekunyepa anoona kutsanangura zvinonyatsoita mazuvano.
Kuona zvirevo zvinogona kuva basa rakaoma, sezvo rinosanganisira kuona kufanana uye kusiyana pakati pezvinyorwa. Muzvikamu zvinotevera, tichapinda muhurukuro yakazara pamusoro penzira dzinowanzoshandiswa uye matekiniki anoshandiswa kuona zviitiko zvekududzira.
Macheki ekunyepa anoona sei kududzira: Nzira dzakakodzera dzakaongororwa
Mumamiriro ezvinhu emazuva ano edzidzo, vanoongorora zvekunyepa varamba vachienderera mberi, zvichipfuura kungoratidza mavara akakopwa kuti vaonewo zvirimo. Ichi chinyorwa chinoongorora nzira dzinobvumira maturusi aya kuti anyatsoona kududzira.
1. Kubatana kwetambo
Iyi nzira inosanganisira kuenzanisa zvinyorwa pachiyero chemavara kana chezwi kuti utarise zvinoenderana chaizvo. Kufanana kwepamusoro mukutevedzana kwemavara kana sarudzo dzemazwi pakati pezvinyorwa zviviri zvinogona kuratidza kududzira. Zvishandiso izvi zvinoshandisa maalgorithms akaoma kunzwisisa ayo anogona kutofunga nezvezvinoreva mazwi, zvichiita kuti zvinyanye kunetsa kuti zvinhu zvakadhindwa, zvakadimikira zvisaonekwe.
2. Kufanana kweCosine
Kufanana kweCosine ndiyo imwe yenzira idzo macheki ekunyepa anoona nekududzira. Inoyera kufanana pakati pezvinyorwa zviviri zvichienderana nekona pakati pevector yavo inomiririra munzvimbo yakakwirira-dimensional. Nekumiririra zvinyorwa semavekita emazwi emazwi kana kumisikidzwa, maturusi aya anogona kuverengera cosine kufanana mamakisi kuti vawedzere kunatsiridza kugona kwavo kuona zvirimo.
3. Mienzaniso yekuenzanisa mazwi
Aya mamodheru anoyananisa mazwi kana mitsara pakati pezvinyorwa zviviri kuti aone manyorero awo. Nekuenzanisa zvikamu zvakaenderana, unogona kuona zvirevo zvinoenderana nekufanana uye mutsauko mukutevedzana kwakafanana.
4. Semantic analysis
Iyi nzira inosanganisira kuongorora zvinoreva uye mamiriro emashoko nemitsara muzvinyorwa. Matekiniki akaita selatent semantic analysis (LSA), kumisikidzwa kwemazwi (seShoko2Vec kana GloVe), kana mamodheru ekudzidza akadzama seBERT anogona kutora hukama hwesemantic pakati pemazwi uye kuona kududzira kunoenderana nekufanana kweanomiririra semantic.
5. Kudzidza muchina
Yakachengetedzwa muchina kudzidza maalgorithms anogona kudzidziswa pane akanyorwa dhataseti eakatsanangurwa uye asina-anodimikira maviri ezvinyorwa. Aya mamodheru anogona kudzidza mapatani uye maficha anosiyanisa zvirevo uye anogona kushandiswa kurongedza mamiriro matsva ezvinyorwa seanodimikira kana kwete.
6. N-giramu yekuongorora
N-giramu mapoka emashoko ari pedyo nerimwe nerimwe. Paunotarisa kuti mapoka aya anoonekwa kakawanda sei mumagwaro akasiyana uye woaenzanisa, unogona kuwana mitsara yakafanana kana kutevedzana. Kana paine mapatani akawanda akafanana, zvinogona kureva kuti chinyorwa chinogona kunge chakadimikirwa.
7. Pedyo neduplicate yekuona
Iyo yekupedzisira nzira iyo plagiarism checkers inoona kutsanangura zvinobudirira.
Pedyo-duplicate yekuona maalgorithms anowanzo shandiswa mukutsvaga nedimikira kunongedza zvikamu zvemavara zvinotaridza mwero wepamusoro wekufanana kana kuti zvakafanana. Aya maalgorithms akagadzirwa chaizvo kuti aone zvakatsanangurwa zvirimo kuburikidza nekuenzanisa kwemavara akafanana padanho rakadzama.
Ndeipi nzira inowanzo shandiswa ne plagiarism kudzivirira software?
Tekinoroji mhinduro dzinoshandiswa nehunyanzvi hwekudzivirira masevhisi ekudzivirira dzinowanzotsamira pakuongorora n-gram. Nekusimudzira n-gram-yakavakirwa tekinoroji, masevhisi aya anowana yakakwira zvinoshamisa mwero. Iyi ndiyo imwe yedzakanakisa nzira dzekunyepedzera dzekutarisa kuona zvirevo, zvichigonesa kuzivikanwa uye kuratidzwa kwemazwi chaiwo akanyorwa patsva.
Mechanics ekuti ma plagiarism checkers anoona sei zvirevo
Plagiarism kudzivirira masevhisi anowanzo shandisa nzira yekutsikisa zvigunwe kuenzanisa zvinyorwa. Izvi zvinosanganisira kutora ma-n-giramu anodiwa kubva kumagwaro kuti aonekwe uye nekuaenzanisa ne-n-magiramu ezvinyorwa zvese mudura ravo.
muenzaniso
Ngatitii pane mutsara: « Le mont Olympe est la plus haute montagne de Grèce. »
The n-giramu (semuenzaniso, 3 gramu) mutsara uyu uchava:
- Le Mont Olympe
- Mont Olympe est
- Olympe est la
- ndiyo yakanyanya
- la plus haute
- plus haute montagne
- haute montagne de
- montagne de Grece
Nyaya 1. Kutsiva
Kana izwi rakatsiviwa nerimwe izwi, richiri mamwe e n-giramu match uye zvinokwanisika kuona kutsiva kwezwi nekumwe kuongorora.
Mutsara wakachinjwa: "The gomo Olympe est la plus haute montagne de Péloponnèse. »
| Yekutanga 3-magiramu | 3-magiramu ezvinyorwa zvakashandurwa |
| Le Mont Olympe Mont Olympe est Olympe est la ndiyo yakanyanya la plus haute plus haute montagne haute montagne de montagne de Grece | Le gomo Olympus gomo Olympe est Olympe est la ndiyo yakanyanya la plus haute plus haute montagne haute montagne de Montagne de Péloponnèse |
Nyaya 2. Yakachinja marongerwo emashoko (kana mitsara, ndima)
Kana kurongeka kwechirevo kuchishandurwa, zvichiri mamwe magiramu matatu anowirirana saka zvinokwanisika kuona shanduko.
Mutsara wakachinjwa: « La plus haute montagne de Grèce est Le mont Olympe. »
| Yekutanga 3-magiramu | 3-magiramu ezvinyorwa zvakashandurwa |
| Le Mont Olympe Mont Olympe est Olympe est la ndiyo yakanyanya la plus haute plus haute montagne haute montagne de montagne de Grece | La plus haute plus haute montagne haute montagne de montagne de Grece de Grece est Grèce est Le est Le mont Le Mont Olympe |
Nyaya 3. Akawedzera mazwi matsva
Kana mazwi matsva awedzerwa, kuchine mamwe magiramu matatu anofanana saka zvinokwanisika kuona shanduko.
Mutsara wakachinjwa: « Le mont Olympe est kubva kure la plus haute montagne de Grèce. »
| Yekutanga 3-magiramu | 3-magiramu ezvinyorwa zvakashandurwa |
| Le Mont Olympe Mont Olympe est Olympe est la ndiyo yakanyanya la plus haute plus haute montagne haute montagne de montagne de Grece | Le Mont Olympe Mont Olympe est Olympe est de est de loin kure kure loin la plus la plus haute plus haute montagne haute montagne de montagne de Grece |
Nyaya 4. Dzadzimwa mamwe mazwi
Kana izwi rabviswa, pachine mamwe 3-magiramu anofanana saka zvinokwanisika kuona shanduko.
Mutsara wakachinjwa: « L'Olympe est la plus haute montagne de Grèce. »
| Yekutanga 3-magiramu | 3-magiramu ezvinyorwa zvakashandurwa |
| Le Mont Olympe Mont Olympe est Olympe est la ndiyo yakanyanya la plus haute plus haute montagne haute montagne de montagne de Grece | L'Olympe est la ndiyo yakanyanya la plus haute plus haute montagne haute montagne de montagne de Grece |
Chaiye-wepasi muenzaniso
Pakupedzwa kwekuongorora mugwaro chairo, zvikamu zvakadimikira zvinowanzozivikanwa kuburikidza nekukanganiswa mamaki. Izvi zvinokanganisa, zvichireva mazwi akashandurwa, anosimbiswa kuti awedzere kuoneka uye musiyano.
Pazasi, iwe unowana muenzaniso wegwaro chairo.
- Chekutanga chidimbu chinobva kune faira rakasimbiswa uchishandisa iyo OXSICO plagiarism prevention service:
- Chikamu chechipiri chinobva mugwaro rekutanga:
Mushure mekuongorora kwakadzama zviri pachena kuti chikamu chakasarudzwa chegwaro chakatsanangurwa nekuita shanduko dzinotevera:
| Mavara ekutanga | Mashoko akadimikirwa | Changes |
| inotsigira innovation inoratidzirwawo | backs up innovation iri kunze kwekutsanangurwa | Replacement |
| ruzivo rwehupfumi nemagariro evanhu, maitiro anoshanda | ruzivo rwehupfumi nemagariro evanhu, sangano rinoshanda | Replacement |
| mazano (mazano) | kukurudzira | Kutsiva, kudzima |
| mafungiro | postures | Replacement |
| budiriro | mukundi | Replacement |
| maitiro (Perenc, Holub-Ivan | nzira yekuziva (Perenc, Holub - Ivan | Kuwedzera |
| pro-innovation | dika | Replacement |
| kugadzira mamiriro ekunze | : kugadzira mamiriro | Replacement |
| dika | kubudirira | Replacement |
| kukudziridza ruzivo | ruzivo rwebudiriro | Replacement |
mhedziso
| Plagiarism, kazhinji isingaonekwe mumamiriro ekudzokorora, inoramba iri chinhu chakakosha muzvidzidzo. Kufambira mberi kwetekinoroji kwakashongedzera macheki ekunyepa nekugona kunyatsoona zvakatsanangurwa. Kunyanya, macheki ekuongorora anoona kududzira kuburikidza nenzira dzakasiyana senge tambo yekufananidza, kufanana kwecosine, uye n-giramu kuongororwa. Zvikurukuru, n-gram ongororo inomira kunze kweiyo yakanyanya kurongeka mwero. Kufambira mberi uku kunoderedza zvakanyanya mukana wekuti zvinhu zvakanamirwa uye zvakadimikira zvisaonekwe, zvichibva zvawedzera kuvimbika muzvidzidzo. |
