?? ?????? ??? ?????????? ???????????? ???? ??????????????? ???????? ????????? ??? ??? ?? ???????? ???????? ??? ??????? ??? ??????? ??? ??? ?????. ? ??????? ??? ???????????? ?????????? ??? ??? ?????, ??????? ??? ???????????? ??????? ??? ????? ?????????? ????? ?? ????? ?????????. ?? ???????????? ????? ????? ???????? ??? ????????? ??? Hollywood ??? ??? ???????????????? ????????? ???? ??????????? ?????, ??? ??????? ?????????, ???? ?? #MeToo. ???? ??? ????????? ??????? ??????????? ??????????? ??????????? ???? ??????????????? ???? ??? ????????? ???????, ????? ???????? ? ?????????? ??????? ??? ????? ?????? ??? ??? ?????. ?? ???????? ??? ?????- ????????, ??????????, ?????????????- ????????????? ?? ???????? ??? ??????????? ???????????? ???? ????????? ????, ??????? ??? ??????? ??? ???????? ?????????? ??? ??? ????? ???? ????????? ??????? ??? ??? ??????????? ??????????? ??? ???????? ???? ??? ??? ???????????? ??????????.
??? ??? ???????? ????? ??? ????????, ????????? ??? ?? ???? ????????? ?? ?????????? ??? ????????? ??????????? ???? ??????? ??? ????? ????????? ?? ?? ????? ????????? ??????? ?? ????????? ???? ??????. ? ?????? ??? ????? ???????? ??? ??????????? ???? ??? Hollywood ??? ??????? ???????????? ?o ???????? ??????? ??? ??? ???? ??? ??????? ??? ?? ????????????. ?? ??????? ??? ??????????? ???????? ????????? ?????, ?????? ????? ?????????? ?????? ??? ????? ??? ???? ????? ?????? ?? ?????????? ??? ??????? ??? ??? ??????? ???????????? ????????.
? ??????????? ??? ???????? ?? ??? ??????????? ??? ???????? ??? ???? ?????????? ??????? ??? ???????? ?? ?????? ????????? ???????. ????? ???? ?? ??????????? ????? ??? ?? 2009 ????? ?? 2018 ?? ????: Slumdog Millionaire, The Hurt Locker, The King’s Speech, The Artist, Argo, 12 Years A Slave, Birdman, Spotlight, Moonlight ??? The Shape of Water. ???? ??? ??? ??????? ????? (text analysis), ??? ??? ?????????????? ??????? (sentiment analysis) ??? ????????, ????????? ?? ?????? ??? ?????????? ???????????? ?? ????? ??? ???????.
???? ??????????? ??? ????????? ??? ??????????????? ?? 4 ?????????? ?????????: 1?? ) ?? ? ?????? ??? ???????? ????? ?????????? ?? ?????? ??????? ? ????????? ??????, 2??) ?? ???? ???????????? ?? ???????? ????? ??????????? ? ???? ????????? ?????????? ??? ???????, 3??) ?? ?????? ??????? ??? ??????????????? ???????? ??? ?????????? ??? ???????? ?? ??? ??????????? ??? ??? ????? ??? 4??) ?? ??? ???? ???? ?? ???????? ????? ????????????? ?? ?? ????? ??? ??????.
??????? ?? ?? ???????? ????????? ?????? ?? ??????? ???????? ??? ? ????????? ??????????? ??????????? ??? ???????? ??? ??? ??????? ?????????? ???? ???????? ??? ??????. ??? ??? ??????? ??? ?????? ??????????? ?????????? ????????? ?? ????????? ????????? ??? ??????? ?????????? ????????? ??? ??????? ??????, ???? : he, she, him, her, his, hers, ??? ?????? ??? ???????? ?? ????? ????: man, woman, girl, boy.
?????? ???????????? ??? ??????? ?????????? ??? ?????? ??? ??????????? ??? ???????? ????? ?????????? ?? ????? ??? ??????????? ??? ??????, ???? ???????? ????????. ???????????? ? ????? ??? ?????? “he”, “she”, ??? ??????? ???????????????? ?? ?????? ?????? ??? ?????? ????????, ??? ???? ????????? ??? ??????????? ??? ?????? – ???????? ?????????????, ???? ????? ???? ??? ? ??? ???????????? ??? ??????? ????????????? ??? ????????. ?????? ?? ??????? ??? ???? ?????????? ??? ??????????? ??????? ? ????????? ????????????? ????? ??????, ?? ???????? ???????? ?? ??? ???????? “The Shape of Water”, ???? ?????????????? ????? ? Elisa, ??? ?????? ??????????? ?? ??? ??????????? ?????????? ??? ?????????? ??? ???????????? ??????? ??. ???? ????? ???????? ??? ???? ???????? ?????????? ?????? ??? ?????????? ???? ???? ?? ?????????????? ???????, ???? ??? ?????? ?? ???????. ?????? ?? Shape of Water ???? ?????????? ??? ??????, ???? ?? ?????????? ?????????? ????? ???????? ????.
???????? ??? ??????? ?? ???? ??? ???????? ?? “he/she” ?????????? ?? Shape of Water ??? ?? The artist, ?????????????? ??? ??????????? ????? ?????? ??? ???????????? ??? ?????? ????? “she”, ??????? ??? ??? ????????? ?? ??????????? ??? ??????? ??????????, ??? ????? ?? ??? ??????? ?? ?? ?????????? ????????? ???????????? ???? ???????? ????????. ?????????? ???????????? ???????? ? ????????? ? ??????????? ???? ??????? “The Hurt Locker”, “Argo” ??? “Spotlight”, ?????? ??? ? ????? ???? ??????? ?????????. ? ?????????? ??? ??????? ???????? ?? ????????? ????? ?? ??? ?????? ????????????, ????? ??? ????????? ??? “Shape of Water” ??? ??? “The Artist” ??????????? ???????? ???????? ??? ??????? ?????? , ??? ? ???????????? ?????????? ??? “The Hurt Locker” ??? “Argo” ???????? ?? ??? ?????? ????????? ??? ???????? ??????????????? .
??????????????? ??? ??????? ???, ? ??????????? ??????? ???????????? ??? ???????? ?? ???????? ???????? ??? ??? ???? ??????, ????? ???? ?? ??????? ????? ???????? ???????? ??? ??????? ????? “he” ?? ??? ???????? ???? ??? ??? ????? ?? ?????????? ??? 0.08 ???? ?? ??????????? ????? ??? ????????? ??? ?????????? ????????????? ?????????? ??? 0.002 ?? 0.003, ??? ??????? ??? ??????? ?? 50%. ?????? ?? ????????????? ??? ??? ?? ??? ??????? ??? ?? ???? ????? ????????? ??? ?????????? ????????? ?????????????? ??? ?????????? ?????? ???? ????????? ??????????????? ??? ?????? ??? ?? ??????????? ???????????? ?? ???????? ????????????? ?????? , ????? ?? The artist ???????? ??? ??????? ???????????? ???????? ?? he. ????????? ?????? ??????????? ??? ??? ???????? ??? ??????? ??? “ him/her” “his/hers” ????????, ??? ?? ?????????? ??? ??????????? ??? ????????? ??? ?????? “boy/girl” , “man/woman” ??? ????????? ?????? ??????.
?????? ??? ?? ???????? ???????? ???????????? ???????, ?????????? ?? ????? ???? ??????? ??????? ???, ??? ???????? ??????. ??? ?????????? ??? ?? ??????????? ??????????? ????????, ?????????? ??? ??????? ??? ??????????? ?? ??? ?????? ???????????? ??? ????? ?????? ??? ?????????? ?? ????????? ???????? ????? ??????????? ??? ????????? ?????????? ???? ????. ? ?????? The Shape of Water ?????????? ?????????? ???????? ?? ??? ?????? ??? ?? ????. ??????????? ?????????? ???????????? ?? ????????? ????????, ???? ??????????? ???????????? ????????? ??? ?????????? ?????????? ???? ????????? ??? ??????? ?? ???????? ????????? ?????????? ???? ??? ????????? ??? The King’s Speech, ???? ??????? ?? ???????? ??? ???????? ????????? ??? ???????????? ?? ??? ??? ??????? ???????? ??? IV .
??????????? ????????? ? ????????? ??? The Hurt Locker ?? ??? ????????? ???????? ?? ????????? ?????????, ??? ?????? ????????? ??? ?? ????? ??? ??????? , ????? ????????? ??? ??????????? ???? ?????? ?????????? ???????????? ??? ?????? ??? ????, ???????? ? ?????????? ?????????? ??? ?????????? ?????????, ????? ? Connie, ? ??????? ??? ????????? ????????????,? ????? ????????????? ???? ?? ????????? ?? ??? ?????? ???.
?????????? ???? ???????? ????????? ??? ?? spotlight ????? ????????? ??? ??? ?????? ?? ????????? ??????????????. ?????? ??? ??? ???????? ??? ??????? ?????????????? ??? ??????? ???????? ?????????? ??? ?? ??? ?????? ????? ???????, ? ????????? ???? ????? ??????????, ??????? ?? ?? ???????????? ??? ???????? ??? ???????? ??? ??????? ???? ???????? ????????.
??? ???????? ??????????? ??? ?? ???????? ??? ?????????? ???????? ???????????? ?? ???????????? ?????? ??????? ??? ??????????????? ???????? ??? ?????????? ??? ???????? ?? ??? ??????? ?????????????? ???? ???????. ?????? ??? ?????????? ???? ?? ?????? ??? ?? ???????? ????????? ???? ??????? ???? ??? ????????? ??? ???????? ???????????? ????? ??? ????? ??? ??????????? ?????? ??????? ?????? ??? ?? ????? ???????????? ???? ????????? ?????.?? ????????? ???????????? ??? ????????? ??? ?????? ??????? ??????? ????????????? ?? ??? ?????????? ??? ????????, ?.? ??? ? ???????????? ????????? ?? ???? ??????????? ?????? ????? ????? ??????? ?? ?????????????? ??? ???????????????. ? ?????????????? ??????? ??? ??????? ???????? ?????? ?? ?????????? ??????????? ?? ?? ????? ???? ?? ???? ???????? ??????.
??????????? ?????
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http://helios.media.uoa.gr:8888/notebooks/EiriniKonstanta/Final_Project_EiriniKonstanta_MariaKamarianaki/Female_Representation%20in%20scripts.ipynb
http://helios.media.uoa.gr:8888/notebooks/maria%20kamarianaki/Final%20project%20-%20Maria_Kamarianaki_Eirini_Konstanta/oscars..ipynb
