銆€銆€浜哄伐鏅鸿兘(Artificial Intelligence锛孉I)鏄竴闁€娑夊強瑷堢畻姗�銆佸伐绋�銆佹暩(sh霉)瀛�(xu茅)銆佸摬瀛�(xu茅)鍜岃獚鐭ョ瀛�(xu茅)绛夊鍊嬮牁(l菒ng)鍩熺殑浜ゅ弶瀛�(xu茅)绉�锛屾棬鍦ㄦ(g貌u)寤烘櫤鑳藉寲瑷堢畻姗熺郴绲�(t菕ng)锛屼娇涔嬭兘澶犺嚜涓绘劅鐭ャ€佺悊瑙�銆佸(xu茅)缈�(x铆)鍜屾焙绛�銆傚浠婏紝浜哄伐鏅鸿兘宸叉垚鐐轰竴鍊嬬啽闁€闋�(l菒ng)鍩�锛屾秹鍙婂埌澶氬€嬭妤�(y猫)鍜岄牁(l菒ng)鍩燂紝渚嬪瑾為煶璀樺垾銆佹鍣ㄧ炕璀�銆佸湒鍍忚瓨鍒ョ瓑銆�

銆€銆€鍦ㄧ法绋嬩腑閫茶浜哄伐鏅鸿兘鐨勯棞(gu膩n)閸垫槸浣跨敤姗熷櫒瀛�(xu茅)缈�(x铆)绠楁硶锛岄€欐槸涓€椤炲熀浜庢ǎ鏈暩(sh霉)鎿�(j霉)鍜屾ā鍨嬭〒(x霉n)绶翠締閫茶闋�(y霉)娓拰鍒ゆ柗鐨勭畻娉�銆備笅闈㈠皣浠嬬垂浣跨敤姗熷櫒瀛�(xu茅)缈�(x铆)绠楁硶閫茶浜哄伐鏅鸿兘绶ㄧ▼鐨勬椹熷拰鎶€琛�(sh霉)銆�

銆€銆€1. 鏁�(sh霉)鎿�(j霉)鏀堕泦鍜岄爯(y霉)铏曠悊

銆€銆€鏁�(sh霉)鎿�(j霉)鏄€茶姗熷櫒瀛�(xu茅)缈�(x铆)鐨勯棞(gu膩n)閸典箣涓€銆傚湪閫茶浜哄伐鏅鸿兘绶ㄧ▼涔嬪墠锛岄渶瑕佸緸鍚勭ó鏁�(sh霉)鎿�(j霉)婧愪腑鏀堕泦鏁�(sh霉)鎿�(j霉)銆傛暩(sh霉)鎿�(j霉)鍙互渚嗚嚜瑷卞渚嗘簮锛屼緥濡備簰鑱�(li谩n)缍�(w菐ng)銆佺ぞ浜ゅ獟楂�銆�鍌虫劅鍣�绛夈€備竴浜涘父瑕嬬殑鏁�(sh霉)鎿�(j霉)椤炲瀷鍖呮嫭鏂囨湰銆佸湒鐗�銆侀煶闋荤瓑銆�

銆€銆€鐒惰€�锛屽緢澶氭暩(sh霉)鎿�(j霉)鍙兘鏄笉瀹屾暣鐨勩€佷笉婧�(zh菙n)纰虹殑銆佹牸寮忎笉绲�(t菕ng)涓€鐨�銆傚洜姝わ紝鍦ㄩ€茶姗熷櫒瀛�(xu茅)缈�(x铆)涔嬪墠锛岄渶瑕佸皪鏁�(sh霉)鎿�(j霉)閫茶闋�(y霉)铏曠悊鍜屾竻鐞嗐€傞爯(y霉)铏曠悊姝ラ閫氬父鍖呮嫭鏁�(sh霉)鎿�(j霉)娓呮礂銆佸幓閲嶃€佹涓€鍖栫瓑锛屼互鍙婁竴浜涚壒瀹氱殑鎿嶄綔锛屽鍦栧儚铏曠悊鍜屾枃鏈垎瑭炵瓑銆�

銆€銆€2. 鐗瑰緛鎻愬彇鍜岄伕鎿�

銆€銆€鐗瑰緛鏄鍣ㄥ(xu茅)缈�(x铆)鐨勫彟涓€鍊嬮噸瑕佺祫鎴愰儴鍒�锛屽畠鍊戠敤浜庢弿杩版暩(sh霉)鎿�(j霉)锛屽緸鑰屼究浜庢ā鍨嬮€茶闋�(y霉)娓垨鍒嗛銆傜壒寰侀€氬父鏄竴鍊嬪悜閲忔垨涓€鍊嬬煩闄�銆�

銆€銆€鍦ㄩ€茶鐗瑰緛鎻愬彇鏅�锛岄渶瑕佸皣鍘熷鏁�(sh霉)鎿�(j霉)杞�(zhu菐n)鎻涚偤鍚戦噺鎴栫煩闄ｅ舰寮�銆備緥濡傚湒鍍忓彲浠ヨ〃绀虹偤涓€鍊嬪儚绱犵煩闄ｏ紝鏂囨湰鍙互琛ㄧず鐐轰竴鍊嬭琚嬫ā鍨�銆傜壒寰佸伐绋嬬殑鐩殑鏄緸鍘熷鏁�(sh霉)鎿�(j霉)涓彁鍙栨湁鐢ㄧ殑鐗瑰緛锛屽湪閫茶妯″瀷瑷�(x霉n)绶村拰闋�(y霉)娓檪鑳藉鎻愰珮婧�(zh菙n)纰烘€�銆�

銆€銆€鐗瑰緛閬告搰鏄寚寰炴墍鏈夌壒寰佷腑閬告搰鏈€閲嶈鐨勭壒寰侊紝鎺掗櫎涓嶉噸瑕佺殑鐗瑰緛锛屼互鎻愰珮妯″瀷鐨勬簴(zh菙n)纰烘€�銆傞€欏彲浠ラ€氶亷甯歌鐨勬柟娉�锛屽鐩搁棞(gu膩n)鎬у垎鏋愬拰涓绘垚鍒嗗垎鏋愮瓑渚嗗鐝�(xi脿n)銆�

銆€銆€3. 閬告搰鍜岃〒(x霉n)绶存ā鍨�

銆€銆€鍦ㄩ伕鎿囨ā鍨嬫檪锛岄渶瑕佽€冩叜鏁�(sh霉)鎿�(j霉)鐨勭壒榛�銆侀爯(y霉)娓垨鍒嗛鐨勭洰妯�(bi膩o)銆佺敋鑷崇‖浠惰硣婧愮瓑鍥犵礌銆備竴浜涘父瑕嬬殑姗熷櫒瀛�(xu茅)缈�(x铆)妯″瀷鍖呮嫭姹虹瓥妯�銆佹敮鎸佸悜閲忔(SVM)銆佺缍�(j墨ng)缍�(w菐ng)绲�(lu貌)鍜岄毃姗熸．鏋楃瓑銆�

銆€銆€瑷�(x霉n)绶存ā鍨嬬殑閬庣▼鏄寚妯″瀷鏍规摎(j霉)杓稿叆鏁�(sh霉)鎿�(j霉)閫茶鑷垜瑾�(di脿o)鏁村拰鍎�(y艒u)鍖栫殑閬庣▼銆傞€欏€嬫椹熼€氬父娑夊強鍒颁竴浜涘劒(y艒u)鍖栫畻娉�锛屽姊害涓嬮檷銆侀伜鍌崇畻娉曠瓑銆傝〒(x霉n)绶撮亷绋嬬殑鏅傞枔鍜屾晥鐜囬兘鑸囨暩(sh霉)鎿�(j霉)閲�銆佹ā鍨嬪京(f霉)闆滃害浠ュ強纭欢鎬ц兘绛夊洜绱犳湁闂�(gu膩n)銆�

銆€銆€4. 妯″瀷瑾�(di脿o)鏁村拰娓│

銆€銆€妯″瀷瑾�(di脿o)鏁存槸鎸囪(di脿o)鏁存ā鍨嬪弮鏁�(sh霉)浠ユ彁楂樿〒(x霉n)绶寸祼(ji茅)鏋滅殑閬庣▼銆傞€欏彲浠ラ€氶亷鏇存敼妯″瀷绠楁硶銆佸弮鏁�(sh霉)鍜岃〒(x霉n)绶存暩(sh霉)鎿�(j霉)鐨勬暩(sh霉)閲忔垨璩�(zh矛)閲忕瓑渚嗗鐝�(xi脿n)銆�

銆€銆€妯″瀷娓│鏄寚閫氶亷娓│闆嗕締娓│妯″瀷鐨勬簴(zh菙n)纰烘€у拰鍙潬鎬�锛屼互鍙婃椹�?z膩i)锛板伔濮嗗く顕硅姲?銆傛脯瑭︾祼(ji茅)鏋滄噳(y墨ng)瑭插弽鏄犳ā鍨嬪湪鏂版暩(sh霉)鎿�(j霉)涓婄殑琛ㄧ従(xi脿n)銆�

銆€銆€绺戒箣锛屽湪绶ㄧ▼涓€茶浜哄伐鏅鸿兘闇€瑕佹帉鎻′笂杩扮殑鍩烘湰姝ラ鍜屾妧琛�(sh霉)銆傛澶�锛岄倓闇€瑕佸皪鏁�(sh霉)鎿�(j霉)鐞嗚В鍜岄爯(y霉)娓殑闋�(l菒ng)鍩熸湁瓒冲鐨勭煡璀橈紝渚嬪灏嶆枃鏈垎鏋愰渶瑕佹湁瑾炶█瀛�(xu茅)鐨勭煡璀�銆傞渶瑕佹敞鎰忕殑鏄�锛屾鍣ㄥ(xu茅)缈�(x铆)鏄竴鍊嬭凯浠ｇ殑閬庣▼锛岄渶瑕佸弽寰�(f霉)娓│銆佽(di脿o)鏁村拰鍎�(y艒u)鍖栨ā鍨�锛屼互閬斿埌鏇撮珮鐨勭簿搴﹀拰婧�(zh菙n)纰烘€�銆�

銆€銆€姗熷櫒瀛�(xu茅)缈�(x铆)濡備綍鐛插緱浜哄伐鏅鸿兘姗熷櫒瀛�(xu茅)缈�(x铆)鏄鐝�(xi脿n)浜哄伐鏅鸿兘鐨勯棞(gu膩n)閸垫妧琛�(sh霉)涔嬩竴銆�

銆€銆€閫氶亷姗熷櫒瀛�(xu茅)缈�(x铆)锛岃▓绠楁鍙互閫氶亷瀛�(xu茅)缈�(x铆)鍜屽垎鏋愭暩(sh霉)鎿�(j霉)渚嗙嵅寰楃煡璀樺拰缍�(j墨ng)椹�锛屽苟鑷嫊閫茶姹虹瓥鍜岄爯(y霉)娓€�

銆€銆€姗熷櫒瀛�(xu茅)缈�(x铆)濡備綍瀵︾従(xi脿n)浜哄伐鏅鸿兘鍛�?姗熷櫒瀛�(xu茅)缈�(x铆)鏄浣曢€茶鐨勬鍣ㄥ(xu茅)缈�(x铆)鏄€氶亷瑷�(x霉n)绶存ā鍨�锛岃畵瑷堢畻姗熷緸鏁�(sh霉)鎿�(j霉)涓(xu茅)缈�(x铆)骞舵彁鍙栨湁鐢ㄧ殑淇℃伅鍜岃(gu墨)寰�銆�

銆€銆€鏀堕泦骞舵簴(zh菙n)鍌欐暩(sh霉)鎿�(j霉)锛岀劧鍚庨伕鎿囬仼鐣�(d膩ng)?sh霉)鑷婥鍣ㄥ(xu茅)缈�(x铆)绠楁硶锛屽鐩�(ji膩n)鐫ｅ(xu茅)缈�(x铆)銆佺劇鐩�(ji膩n)鐫ｅ(xu茅)缈�(x铆)鎴栧挤鍖栧(xu茅)缈�(x铆)銆�

銆€銆€灏囨暩(sh霉)鎿�(j霉)杓稿叆鍒版ā鍨嬩腑閫茶瑷�(x霉n)绶村拰鍎�(y艒u)鍖�锛屼笉鏂疯(di脿o)鏁存ā鍨嬬殑鍙冩暩(sh霉)鍜岀祼(ji茅)妲�(g貌u)锛屼互浣垮叾鑳藉鏇存簴(zh菙n)纰哄湴閫茶闋�(y霉)娓拰姹虹瓥銆�

銆€銆€姗熷櫒瀛�(xu茅)缈�(x铆)濡備綍鎳�(y墨ng)鐢ㄤ簬浜哄伐鏅鸿兘姗熷櫒瀛�(xu茅)缈�(x铆)鍙互鎳�(y墨ng)鐢ㄤ簬鍚勭ó闋�(l菒ng)鍩熺殑浜哄伐鏅鸿兘鎳�(y墨ng)鐢ㄤ腑銆�

銆€銆€鍦ㄨ嚜鐒惰獮瑷€铏曠悊闋�(l菒ng)鍩燂紝閫氶亷姗熷櫒瀛�(xu茅)缈�(x铆)鍙互瀵︾従(xi脿n)瑾為煶璀樺垾銆佹鍣ㄧ炕璀拰鑷嫊鍟忕瓟绛夊姛鑳�銆�

銆€銆€鍦ㄨ▓绠楁瑕栬闋�(l菒ng)鍩�锛屾鍣ㄥ(xu茅)缈�(x铆)鍙互鐢ㄤ簬鍦栧儚璀樺垾銆佺墿楂旀娓拰浜鸿噳璀樺垾绛変换鍕�(w霉)銆�

銆€銆€姗熷櫒瀛�(xu茅)缈�(x铆)閭勫彲浠ユ噳(y墨ng)鐢ㄤ簬鏅鸿兘鎺ㄨ枽绯荤当(t菕ng)銆侀噾铻嶉ⅷ(f膿ng)闅爯(y霉)娓拰閱�(y墨)鐧傝ê鏂风瓑闋�(l菒ng)鍩熴€�

銆€銆€姗熷櫒瀛�(xu茅)缈�(x铆)涓殑绁炵稉(j墨ng)缍�(w菐ng)绲�(lu貌)鏄浣曞鐝�(xi脿n)浜哄伐鏅鸿兘鐨勭缍�(j墨ng)缍�(w菐ng)绲�(lu貌)鏄竴绋噸瑕佺殑姗熷櫒瀛�(xu茅)缈�(x铆)绠楁硶锛屾ā鎿汉椤炲ぇ鑵︾殑绁炵稉(j墨ng)鍏冪恫(w菐ng)绲�(lu貌)绲�(ji茅)妲�(g貌u)銆�

銆€銆€閫氶亷绁炵稉(j墨ng)缍�(w菐ng)绲�(lu貌)锛屾鍣ㄥ彲浠ラ€茶寰�(f霉)闆滅殑妯″紡璀樺垾鍜屾焙绛栥€�

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銆€銆€姗熷櫒瀛�(xu茅)缈�(x铆)鐨勬湭渚嗙櫦(f膩)灞曟柟鍚戞槸浠€涔堟鍣ㄥ(xu茅)缈�(x铆)鍜屼汉宸ユ櫤鑳戒粛鐒惰檿浜庡揩閫熺櫦(f膩)灞曢殠娈�锛屾湭渚嗘湁瑷卞娼涘湪鐨勭櫦(f膩)灞曟柟鍚戙€�

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銆€銆€閭勯渶瑕佽В姹烘鍣ㄥ(xu茅)缈�(x铆)涓殑涓€浜涙寫鎴�(zh脿n)锛屽鏁�(sh霉)鎿�(j霉)闅辩鍜屽畨鍏ㄦ€у晱椤�锛屼互瀵︾従(xi脿n)鏇村姞鍙潬鍜屽彲淇＄殑浜哄伐鏅鸿兘绯荤当(t菕ng)銆�

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