爱乐棋牌

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                          科技行者语义AI可以打开人工智能的“黑匣子”吗?

                          语义AI可以打开人工智能的“黑匣子”吗?

                          语义AI可以打开人工智能的“黑匣子”吗?

                          语义AI可以打开人工智能的“黑匣子”吗?

                          2019年12月31日 17:22:50 科技行者
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                          ​​语义丰富的数据是高质量数据的基础,可为特征提取提供更多的机会。

                          爱乐棋牌 LAIYUAN:KEJIXINGZHE 2019NIAN12YUE31RI 17:22:50

                          关键字:语义 人工智能 黑匣子

                           

                          ▲ 图片来源:Getty

                          爱乐棋牌SHUJUXIANSHI,RENGONGZHINENG(AI)YUJIJIANGZAIJINGJILINGYUCHUANGZAOSHUWANYIMEIYUANDEJIAZHI。BUGUO,JINGUANRENGONGZHINENGJISHUZHENGZAICHENGWEIWOMENRICHANGSHENGHUODEYIBUFEN,HENDUORENRENGRANDUITABAOYOUHUAIYITAIDU。TAMENDEGUJISHI,HENDUOAIJIEJUEFANGANDEYUNZUOJIUXIANGGEHEIXIAZI,WUFAJIESHIWEISHENMESIHUJIUQIJIBANDICHANSHENGLEDONGCHAJIEGUO。

                          爱乐棋牌ERYUCITONGSHI,ZHONGDUOXINGYEXIANZAIDOURENWEIZHISHITUPUSHIYIZHONGSHUJUGUANLI、YUANSHUJUGUANLIHEFENGFUSHUJUDEYOUXIAOFANGSHI,BINGQIEZHENGZAIYUELAIYUEDUODIYINGYONGYUSHUJUZHENGHEJISHU。CIWAI,ZHISHITUYEZHENGZAICHENGWEIAICELVEDEZUCHENGBUFEN,TONGGUOSUOWEIDERENZAIHUILU(HITL,human-in-the-loop)SHEJIYUANZEDADAOKEJIESHIAIDEMUDE。

                          >>> 为什么人工智能的运作是个黑盒子?

                          AIJIYUZHURUSHENDUXUEXIYILEIDEJIQIXUEXISUANFA,QIQIANGXIANGJIUSHICONGDASHUJUJILIZIDONGTIQUMOSHIHEGUIZE。ZHEIYANGZUOFEICHANGSHIHEYUYIXIETEDINGDEWENTI,ZAIXUDUOQINGKUANGXIAKEYIBANGZHUWANCHENGZIDONGFENLEIRENWU。ZHIYUWEISHENMEYIXIEWUTIBEIGUIDAOMOUYILEIHUOLINGYILEIQUESHIBUKEJIESHIDE。YINWEIJIQIXUEXIBUNENGTIQUYINGUOGUANXI,JIQIXUEXIYEJIUBUNENGGUINACHOUQUMOUXIEGUIZEDEYUANYIN。

                          JIQIXUEXISUANFASHICONGLISHISHUJUZHONGJINXINGXUEXI,DANJIQIXUEXISUANFAWUFACONGLISHISHUJULIDEDAOXINDEJIANJIE。ZAIRIYIBIANHUADEHUANJINGLI,ZHEIGEWENTICHANGCHANGHUISHOUDAOZHIYI,YINWEISHENDUXUEXIDEQUANBUFANGFADOUSHIJIYUYOUZUGOUSHUJUDEJIASHE。ZAIXUDUOXINGYE(RUJINRONGHEYILIAOBAOJIAN)LI,YOUYIDIANYUELAIYUEZHONGYAO——YAOSHIXIANDEAIXITONGBIXUNENGGOUTIGONGKEJIESHIDE、TOUMINGDEJUEDINGYIJIKEYIKUAISUDIYUXINDETIAOJIANHEJIANGUANKUANGJIAJIEGUI(RUOUMENGGUANYURENGONGZHINENGLUNLIDEZHIYIN:http://www.europarl.europa.eu/RegData/etudes/BRIE/2019/640163/EPRS_BRI(2019)640163_EN.pdf)

                          >>> 我们能构建可以信任的AI应用吗?

                          RUGUOMEIYOUKEJIESHIXING,JIUMEIYOUXINRENKEYAN。KEJIESHIXINGYIWEIZHEXITONGLICUNZAIZHIDEXINLAIDEYINZI,ZHEIXIEYINZINENGGOULIJIEHEJIESHIYOUAIXITONGZUOCHUDEJUEDING。DANZAIMUQIANQINGKUANGXIA,CHULERANGRENGONGZHINENGDEJUECEGENGTOUMINGYIWAIMEIYOUQITAXUANZE。BUXINGDESHI,YIXIEZUILIUXINGDEJIQIXUEXISUANFASHIJIYUWUFAJIESHIDEJISUANGUIZE,ZHEIXIEJISUANGUIZEWUWAIHU “JICHENGSHISHI”。

                          YAOBAITUOZHEIZHONGKUNJING,WEIYIFANGFAJIUSHICONGGENBENSHANGZAIGOUZAOYOUGUANDEJIBENJIAGOU,BUJINYAOYONGZHISHITUPUZUOWEIJISUANDEQIANTI,HAIYAOTIGONGXIANGYINGDEJIESHI。

                          >>> 语义AI是什么?

                          爱乐棋牌YUYIAISHIFUHAOHETONGJIAIBEIHOUDETUIDONGLI。TAJIEHELEJIQIXUEXI、ZHISHIJIANMO、ZIRANYUYANCHULI、WENBENWAJUEHEHULIANWANGYUYIGEFANGMIANDEFANGFA,YIJIAICELVEDEYOUSHI(ZHUYAOSHIYUYITUILIHESHENJINGWANGLUOFANGMIANDEYOUSHI)。

                          爱乐棋牌XUYAOQIANGDIAODESHIYUYIAISHIMUQIANGOUJIANJIYUAIXITONGZHUYAOFANGFADEKUOZHAN,BUSHITIDAIBANFA。GAIFANGFABUJINTIGONGZHANLVEXUANZE,HAIHUITIGONGYIGEZHIJIEHAOCHU:KEYIGENGKUAIDICONGXIAOXUNLIANSHUJUJINXINGXUEXI,BIRUZAIKAIFAKAIFALIAOTIANJIQIRENSHIKEFUSUOWEIDELENGQIDONGWENTI。

                          >>> 知识科学家是什么样的科学家?

                          爱乐棋牌JIYUWANQUANBUTONGDEFANGFA,YUYIAIYINRULEJUYOUHUBUJINENGDEFUJIALIYIXIANGGUANZHE。CHUANTONGDEJIQIXUEXIZHUYAOYOUSHUJUKEXUEJIAWANCHENG,ERCANYUYUYIAIHUOKEJIESHIAIDEZESHIZHISHIKEXUEJIA。ERZHEDEQUBIESHISHENME?

                          CONGBENZHISHANGKAN,SHUJUKEXUEJIAJUEDADUOSHUDESHIJIANDOUHUAZAISHOUJIHECHULIBUSHOUKONGZHIDESHUJUSHANG,MUDESHICONGSHUJULIDEDAOYOUYIDEXINXI,GONGZUODEZHONGDIANSHILIYONGWUGUANDESHUJUGOUJIANPINGPUSHUJUWENJIAN,SHENGCHENGDESHUJUTEZHENGYUXIANSHISHIJIEDEGUANXIBINGBUQIANG。

                          HAIYOULINGYIZHONGFANGFA,JIUSHITONGGUOKAIFAYIXIEGONGJU,RANHOUYOUZHISHIKEXUEJIAYONGGONGJUZHIJIECHULIQIYEDEZHISHITUBINGCONGZHONGTIQUSHUJUDEZIJI,JINERXUNSUZHUANHUAWEIFENXIJIEGOU。FENXIJIEGUODEBENSHENKEYIBEIZHONGFUSHIYONG,BINGGOUJIANCHENGWEIGENGFENGFUDEZHISHITUPU。

                          爱乐棋牌XIANGJIAOERYAN,YUYIAIFANGFAJIANLIDESHIYIGELIANXUDEXUNHUAN,YOUJIQIXUEXIKEXUEJIAHEZHISHIKEXUEJIAZUOWEIZHEIGEXUNHUANSHANGBUKEHUOQUEDEYIBUFEN。ZHISHITUZAIZHIJIANCHONGDANGJIEKOUBINGTIGONGGAOPINZHISHUJUHEGUIYIHUASHUJUZHIJIANDELIANJIE。

                          >>> 新的人工智能方法会得出更好的结果吗?

                          ZHISHITUDESHIYONGCHULEKEYIYONGYUGOUJIANZHIDEXINLAIHEBEIGUANGFANJIESHOUDEKEJIESHIAIWAI,HAIKEYILIANTONGFUHANYUYIHELIANJIEDESHUJUDUIJIQIXUEXISUANFAJINXINGXUNLIAN。

                          爱乐棋牌GAIFANGFAYOUXUDUOYOUDIAN。BIRU,KEYIZAISHAOLIANGXUNLIANSHUJUDEQIANTIXIAHUOQUJUZUGOUJINGDUDEJIEGUO,ZHEIZAILENGQIDONGJIEDUANTEBIEHENYOUYONG。CHUCIZHIWAI,GAIFANGFADEXUNLIANSHUJUJIKEZHONGYONGXINGYEGENGHAO,ZHEIJIANGYOUZHUYUJIESHENGSHUJUZHUNBEIGUOCHENGLIDECHENGBEN。YUCITONGSHI,GAIFANGFAHAIKEYIWEIXIANYOUDEXUNLIANSHUJUBUCHONGBEIJINGZHISHI,TONGGUOZIDONGTUILIJINERKEXUNSUHUOQUGENGFENGFUDEXUNLIANSHUJU,HAIKEYIBANGZHUBIMIANZAITEDINGLINGYUZHONGTIQUCONGGENBENSHANGJIUSHICUOWUDEGUIZE。

                          >>> 开发和关注语义AI

                          爱乐棋牌ZONGSHANGSUOSHU,RUGUODUZHESHISHUJUKEXUEJIAHUOSHUJUJINGLI,HUOSHIRUGUONIGUANLIDERENCHUZAIZHEIYANGDEWEIZHI,NEIJIUWUBIKAISHIZHESHOUYUYIAIYANJIUHEFAZHANYUYUYIAIGONGZUOXIANGGUANSUOXUDEJINENG。

                          爱乐棋牌YUYIFENGFUDESHUJUSHIGAOZHILIANGSHUJUDEJICHU,KEWEITEZHENGTIQUTIGONGGENGDUODEJIHUI。ERYOUJIQIXUEXISUANFAJISUANDEDAOYUCEHEFENLEIJINGDUJIUHUIGENGGAO。CIWAI,YUYIAIYINGGAIJIANLIJICHUJIAGOUYIKEFUAIXITONGKAIFASHANGHEQITALIYIXIANGGUANZHEDEXINXIBUDUICHENGXING,QIZHONGDELIYIXIANGGUANZHEBAOKUOXIAOFEIZHEHEZHENGCEZHIDINGZHEDENGDENG。CONGZHEIFANGMIANLAISHUO,YUYIAIZUIZHONGJIANGZAIJISHU、LUNLIHEFALVSANGECENGMIANSHANGDEGONGZUODADAOAIZHILIDEMUDE。

                          SUIRAN,MUQIANDADUOSHUJIQIXUEXISUANFAZAISHUJUSHIWENBENHUOJIEGOUHUASHUJUSHIDOUKEYIHENHAODEYUNZUO。DANYUYISHUJUMOXINGDEYINRUJIANGFAHUIGENGDADEZUOYONG。

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