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\u5f53\u4eca\u5e02\u573a\u4e0a25\u4e2a\u6700\u597d\u7684\u60c5\u611f\u5206\u6790\u5de5\u5177:<\/p>\n
Brandwatch(\u524d\u8eab\u4e3aFalcon.io)Brand24 3\u3002BrandMentions 4\u3002Talkwalker\u5206\u67905\u3002\u9501\u773c6\u3002\u63d0\u52307\u3002\u793e\u4f1a\u63d0\u52308\u3002MonkeyLearn 9\u3002Repustate 10\u3002\u793e\u4f1a\u641c\u7d22\u800511\u3002\u63d0\u523012\u81f3\u5173\u91cd\u8981\u3002Lexalytics 13\u3002\u60c5\u7eea\u5206\u6790\u4eea14\u3002\u73ab\u747015\u3002\u610f\u4e9116\u3002\u5361\u62c9\u686517\u3002Awario 18\u3002OpenText 19\u3002ParallelDots 20\u3002\u9ad8\u79d1\u6280\u7684BPO 21\u3002Sentigem 22\u3002SentiStrength 23\u3002NCSU\u63a8\u7279\u60c5\u7eea\u53ef\u89c6\u5316AppRapidMiner 25\u3002Hootsuite\u5e38\u89c1\u95ee\u9898<\/p>\n
1.\u5355\u51fb\u201c\u786e\u5b9a\u201d\u3002Brandwatch(\u539f\u540dFalcon.io)<\/p>\n
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4.6\u661f\u7ea7Brand24\u662f\u4e00\u4e2a\u9886\u5148\u7684\u54c1\u724c\u76d1\u6d4b\u5de5\u5177\uff0c\u5e2e\u52a9\u6d4b\u91cf\u56f4\u7ed5\u60a8\u7684\u54c1\u724c\u3001\u4ea7\u54c1\u3001\u4e1a\u52a1\u6216\u5173\u952e\u5b57\u7684\u70ed\u5ea6\u3002\u8bc4\u7ea7\u529f\u80fd\u548c\u5b9a\u4ef7\u4f18\u7f3a\u70b9\u8bc4\u7ea7\u529f\u80fd4.2\u6613\u7528\u60274.7\u652f\u63014.8\u603b\u52064.6\u529f\u80fd\u548c\u5b9a\u4ef7\u53d7\u4f17\u7ec6\u5206\u7ade\u4e89\u5206\u6790\u53ef\u914d\u7f6e\u8b66\u62a5\u5ba2\u6237\u53c2\u4e0e\u4eea\u8868\u677f\u5f71\u54cd\u8005\u8ddf\u8e2a\u58f0\u8a89\u7ba1\u7406\u60c5\u611f\u5206\u6790\u8d8b\u52bf\u8ddf\u8e2a\u89c6\u89c9\u5206\u6790\u5a92\u4f53\u76d1\u63a7\u54c1\u724c\u7ba1\u7406\u6807\u7b7e\u8ddf\u8e2aPDF\u62a5\u544a\u5f71\u54cd\u529b\u8bc4\u5206\u5230\u573a\u8bc4\u5206\u901a\u8baf\u76d1\u63a7\u8d8b\u52bf\u94fe\u63a5\u4ef7\u683c\u4ece:\u4f18\u70b9\u548c\u7f3a\u70b9\u6613\u4e8e\u4f7f\u7528\u7684\u5e73\u53f0\u534f\u8c03\u7684\u540e\u7eed\u8fc7\u7a0b\u5b9e\u65f6\u76d1\u63a7\u5e73\u53f0\u4e0a\u7684\u7b80\u5355\u7ec4\u7ec7\u79fb\u52a8\u5e94\u7528\u53ef\u80fd\u66f4\u597d\u6700\u9002\u5408:\u4e2d\u5c0f\u54c1\u724c4.6\u661f\u7ea7Brand24\u662f\u4e00\u4e2a\u9886\u5148\u7684\u54c1\u724c\u76d1\u6d4b\u5de5\u5177\uff0c\u5e2e\u52a9\u8861\u91cf\u56f4\u7ed5\u60a8\u7684\u54c1\u724c\u3001\u4ea7\u54c1\u3001\u4e1a\u52a1\u6216\u5173\u952e\u5b57\u7684\u70ed\u5ea6\u3002\u89c2\u70b93\u3002\u5230\u76ee\u524d\u4e3a\u6b62\uff0cbrandmention\u5df2\u7ecf\u4ee3\u8868\u51761.1\u4e07\u540d\u5ba2\u6237\u7d22\u5f15\u4e86\u8fd1100\u4ebf\u6b21\u63d0\u53ca\u3002\u5b83\u76d1\u63a7\u7740\u6bcf\u4e00\u4e2a\u4e3b\u8981\u7684\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u548c\u975e\u793e\u4ea4\u7f51\u7ad9\uff0c\u5305\u62ec\u65b0\u95fb\u7f51\u7ad9\u3001\u535a\u5ba2\u3001\u8bc4\u8bba\u7f51\u7ad9\u7b49\u7b49\u3002\u4f60\u53ef\u4ee5\u4fdd\u5b58\u3001\u7ec4\u7ec7\u548c\u62a5\u544a\u4f60\u63d0\u5230\u7684\u5185\u5bb9\uff0c\u5c06\u5b83\u4eec\u8f6c\u5316\u4e3a\u6570\u636e\u70b9\uff0c\u7528\u4e8e\u6301\u7eed\u7684\u5206\u6790\u548c\u5546\u4e1a\u667a\u80fd\u3002<\/p>\n
\u5e73\u53f0\u63d0\u4f9b\u4e09\u4e2a\u5b9a\u4ef7\u5c42\u6b21\uff0c\u4f60\u4f1a\u53d1\u73b0\u6240\u6709\u8fd9\u4e9b\u8ba1\u5212\u90fd\u5305\u542b\u60c5\u611f\u5206\u6790\u3002\u4ed6\u4eec\u4f1a\u4ed4\u7ec6\u5206\u6790\u6bcf\u53e5\u8bdd\uff0c\u8ba9\u4f60\u77e5\u9053\u4ed6\u4eec\u7684\u6574\u4f53\u8bed\u6c14:\u79ef\u6781\u7684\uff0c\u6d88\u6781\u7684\uff0c\u8fd8\u662f\u4e2d\u6027\u7684\u3002<\/p>\n
4.6\u661f\u7ea7BrandMentions\u662f\u4e00\u4e2a\u8d1f\u62c5\u5f97\u8d77\u7684\u793e\u4ea4\u5a92\u4f53\u76d1\u6d4b\u5de5\u5177\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7ba1\u7406\u4ed6\u4eec\u7684\u54c1\u724c\u58f0\u8a89\uff0c\u7ade\u4e89\u7b49\u3002\u8bc4\u7ea7\u529f\u80fd\u548c\u5b9a\u4ef7\u4f18\u52a3\u8bc4\u7ea7\u6613\u7528\u60274.6\u652f\u6301\u8d28\u91cf4.7\u5b89\u88c5\u7b80\u6613\u60274.4\u603b\u52064.6\u529f\u80fd\u548c\u5b9a\u4ef7\u7ade\u4e89\u6027\u5206\u6790\u53ef\u914d\u7f6e\u8b66\u62a5\u4eea\u8868\u677f\u5f71\u54cd\u8bc4\u5206\u5f71\u54cd\u8005\u8ddf\u8e2a\u4fe1\u8a89\u7ba1\u7406\u60c5\u611f\u5206\u6790\u8d8b\u52bf\u8ddf\u8e2a\u4ef7\u683c\u8d77\u59cb\u4e8e:$49\u7684\u4f18\u70b9\u548c\u7f3a\u70b9\u4f18\u79c0\u7684\u7528\u6237\u754c\u9762\u81ea\u52a8\u8c03\u5ea6\u62a5\u544a\u5e7f\u6cdb\u7684\u8fc7\u6ee4\u9009\u9879\u54c1\u724c\u63d0\u53ca\u5e2e\u52a9\u8ddf\u8e2a\u63d0\u53ca\u4e00\u4e9b\u529f\u80fd\u53ea\u9002\u7528\u4e8e\u72ec\u5bb6\u8ba1\u5212\u7f13\u6162\u7684\u52a0\u8f7d\u8fc7\u7a0b\u6700\u9002\u5408:\u5e2e\u52a9\u4f01\u4e1a\u7ba1\u7406\u54c1\u724c\u58f0\u8a89\uff0c\u5206\u6790\u7ade\u4e89\uff0c\u548c\u66f4\u591a4.6\u661f\u7ea7\u76845\u661fbrandmention\u662f\u4e00\u4e2a\u8d1f\u62c5\u5f97\u8d77\u7684\u793e\u4ea4\u5a92\u4f53\u76d1\u6d4b\u5de5\u5177\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7ba1\u7406\u4ed6\u4eec\u7684\u54c1\u724c\u58f0\u8a89\uff0c\u7ade\u4e89\u548c\u66f4\u591a\u3002\u89c2\u70b94\u3002Talkwalker Analytics<\/p>\n
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4.7\u661f\u7ea7\u63d0\u662f\u4e00\u4e2a\u54c1\u724c\u76d1\u6d4b\u548c\u793e\u4ea4\u503e\u542c\u5e73\u53f0\u3002\u8be5\u5de5\u5177\u901a\u8fc7\u6570\u4ee5\u767e\u4e07\u8ba1\u7684\u7f51\u7edc\u3001\u793e\u4ea4\u548c\u5728\u7ebf\u8d44\u6e90\u8fdb\u884c\u68b3\u7406\uff0c\u63d0\u4f9b\u6d1e\u5bdf\uff0c\u5e2e\u52a9\u60a8\u7684\u56e2\u961f\u7ba1\u7406\u60a8\u7684\u54c1\u724c\u7684\u5728\u7ebf\u5c55\u793a\u3002\u8bc4\u7ea7\u529f\u80fd\u548c\u5b9a\u4ef7\u7684\u4f18\u70b9\u548c\u7f3a\u70b9\u8bc4\u7ea7\u529f\u80fd4.6\u6613\u7528\u60274.7\u652f\u63014.7\u603b\u52064.7\u529f\u80fd\u548c\u5b9a\u4ef7\u53d7\u4f17\u7ec6\u5206\u7ade\u4e89\u5206\u6790\u53ef\u914d\u7f6e\u8b66\u62a5\u5ba2\u6237\u53c2\u4e0e\u4eea\u8868\u677f\u5f71\u54cd\u8005\u8ddf\u8e2a\u4fe1\u8a89\u7ba1\u7406\u60c5\u611f\u5206\u6790\u8d8b\u52bf\u8ddf\u8e2a\u6309\u9700\u4ef7\u683c\u4f18\u70b9\u548c\u7f3a\u70b9\u4f1f\u5927\u7684\u54c1\u724c\u76d1\u6d4b\u9009\u9879\u6e05\u6d01\uff0c\u76f4\u89c2\u7684\u754c\u9762\u514d\u8d3930\u5929\u8bd5\u7528\uff0c\u65e0\u9700\u4fe1\u7528\u5361\u8f83\u4f4e\u7ea7\u522b\u529f\u80fd\u6709\u9650\u5ba2\u6237\u652f\u6301\u53ef\u80fd\u4f1a\u5f88\u6162\u7f3a\u4e4f\u5b66\u4e60\u5de5\u5177\u6700\u9002\u5408:\u4ee3\u7406\u673a\u67844.7\u661f\u7ea7(5\u661f)\u63d0\u53ca\u662f\u4e00\u4e2a\u54c1\u724c\u76d1\u6d4b\u548c\u793e\u4ea4\u503e\u542c\u5e73\u53f0\u3002\u8be5\u5de5\u5177\u901a\u8fc7\u6570\u4ee5\u767e\u4e07\u8ba1\u7684\u7f51\u7edc\u3001\u793e\u4ea4\u548c\u5728\u7ebf\u8d44\u6e90\u8fdb\u884c\u68b3\u7406\uff0c\u63d0\u4f9b\u6d1e\u5bdf\uff0c\u5e2e\u52a9\u60a8\u7684\u56e2\u961f\u7ba1\u7406\u60a8\u7684\u54c1\u724c\u7684\u5728\u7ebf\u5c55\u793a\u3002\u67e5\u770b7\u3002Social Mention\u662f\u4e00\u4e2a\u793e\u4ea4\u5a92\u4f53\u641c\u7d22\u548c\u5206\u6790\u5e73\u53f0\uff0c\u5b83\u5c06\u7528\u6237\u751f\u6210\u7684\u5185\u5bb9\u805a\u5408\u4e3a\u5355\u4e00\u4fe1\u606f\u6d41\u3002\u4f60\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u5b9e\u65f6\u8ffd\u8e2a\u548c\u6d4b\u91cf\u4eba\u4eec\u5bf9\u4f60\u3001\u4f60\u7684\u516c\u53f8\u3001\u65b0\u4ea7\u54c1\u6216\u7f51\u7edc\u793e\u4ea4\u5a92\u4f53\u4e0a\u4efb\u4f55\u8bdd\u9898\u7684\u8bc4\u8bba\u3002Social Mention\u76f4\u63a5\u76d1\u63a7100+\u793e\u4ea4\u5a92\u4f53\u5c5e\u6027\uff0c\u5305\u62ecTwitter, Facebook, FriendFeed, YouTube, Digg\u548c\u8c37\u6b4c\u3002\u5b83\u5173\u6ce8\u56db\u4e2a\u5173\u952e\u56e0\u7d20:\u201c\u5f3a\u5ea6\u201d\u2014\u2014\u4f60\u7684\u54c1\u724c\u5728\u793e\u4ea4\u5a92\u4f53\u4e0a\u88ab\u8ba8\u8bba\u7684\u53ef\u80fd\u6027;\u60c5\u611f\u2014\u2014\u901a\u5e38\u662f\u6b63\u9762\u7684\u63d0\u53ca\u4e0e\u4e3b\u8981\u662f\u8d1f\u9762\u7684\u63d0\u53ca\u7684\u6bd4\u4f8b;\u6fc0\u60c5\u2014\u2014\u8861\u91cf\u4eba\u4eec\u53cd\u590d\u8c08\u8bba\u4f60\u7684\u54c1\u724c\u7684\u53ef\u80fd\u6027;\u5f71\u54cd\u529b\u2014\u2014\u8861\u91cf\u5f71\u54cd\u529b\u8303\u56f4\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528MonkeyLearn\u8bad\u7ec3\u5b9a\u5236\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u6765\u83b7\u5f97\u4e3b\u9898\u3001\u60c5\u611f\u3001\u610f\u56fe\u3001\u5173\u952e\u8bcd\u7b49\u3002\u5b83\u62e5\u6709\u9488\u5bf9\u652f\u6301\u56e2\u961f\u3001\u4ea7\u54c1\u548cCX\u56e2\u961f\u4ee5\u53ca\u5f00\u53d1\u4eba\u5458\u7684\u5de5\u5177\u3002MonkeyLearn\u63d0\u4f9b\u6a21\u578b\uff0c\u4f60\u53ef\u4ee5\u7528\u6765\u5206\u6790\u4f60\u7684\u6587\u672c\u3002\u6a21\u578b\u53ef\u4ee5\u7528\u4e8e\u5bf9\u6587\u672c\u8fdb\u884c\u5206\u7c7b\u6216\u63d0\u53d6\u4fe1\u606f\u7247\u6bb5\uff0c\u8fd8\u53ef\u4ee5\u5c06\u5b83\u4eec\u7ec4\u5408\u8d77\u6765\u8fdb\u884c\u590d\u6742\u7684\u5904\u7406\u3002\u60c5\u611f\u5206\u6790\u662f\u5176\u4e2d\u4e00\u79cd\u6a21\u578b\u3002\u6709\u4e00\u4e2a\u901a\u7528\u7684\u60c5\u611f\u5206\u6790\u6a21\u578b\uff0c\u7528\u6765\u5bf9\u82f1\u8bed\u6587\u672c\u8fdb\u884c\u5206\u7c7b\u3002\u4f60\u53ef\u4ee5\u7528\u5b83\u6765\u5904\u7406\u5404\u79cd\u6587\u672c\u3002\u4e0d\u8fc7\uff0c<\/p>\n
MonkeyLearn\u5df2\u7ecf\u521b\u5efa\u4e86\u4e00\u7cfb\u5217\u4e13\u4e1a\u60c5\u611f\u6a21\u5757\u3002\u4f8b\u5982\uff0cTweet Sentiment\u6a21\u5757\u6839\u636e\u5176\u79ef\u6781\u3001\u4e2d\u7acb\u6216\u6d88\u6781\u60c5\u7eea\u5bf9\u82f1\u6587Tweet\u8fdb\u884c\u5206\u7c7b\u3002\u7c7b\u4f3c\u5730\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528Product Sentiment\u6a21\u5757\u6839\u636e\u4ea7\u54c1\u7684\u60c5\u7eea\u5c06\u4ea7\u54c1\u8bc4\u8bba\u548c\u82f1\u6587\u610f\u89c1\u5206\u7c7b\u4e3a\u79ef\u6781\u6216\u6d88\u6781\u3002\u5176\u4ed6\u4e13\u4e1a\u60c5\u7eea\u6a21\u5757\u5305\u62ec\u9152\u5e97\u60c5\u7eea\u3001\u9910\u5385\u60c5\u7eea\u3001\u7535\u5f71\u60c5\u7eea\u548c\u822a\u7a7a\u516c\u53f8\u60c5\u7eea\u3002<\/p>\n
9\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528Repustate\u5728\u60a8\u7684\u8c03\u67e5\u3001\u793e\u4ea4\u5a92\u4f53\u3001\u89c6\u9891\u3001\u64ad\u5ba2\u3001\u6587\u672c\u6587\u6863\u3001\u65b0\u95fb\u548c\u4ea7\u54c1\u8bc4\u8bba\u4e2d\u627e\u5230\u89c1\u89e3\u3002\u4ed6\u4eec\u7684ai\u9a71\u52a8API\u4f7f\u7528\u8bed\u4e49\u6280\u672f\u81ea\u52a8\u5316\u4e86\u4ece\u975e\u7ed3\u6784\u5316\u6570\u636e\u4e2d\u63d0\u53d6\u89c1\u89e3\u7684\u4eba\u5de5\u4efb\u52a1\uff0c\u5e2e\u52a9\u60a8\u6539\u8fdb\u5de5\u4f5c\u6d41\u548c\u6548\u7387\u3002\u60a8\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u89c1\u89e3\u6765\u6df1\u5165\u4e86\u89e3\u5ba2\u6237\u7684\u611f\u53d7\u548c\u52a8\u673a\u3002\u60a8\u8fd8\u53ef\u4ee5\u5728\u5185\u90e8\u4f7f\u7528Repustate\uff0c\u4f7f\u7528\u4ed6\u4eec\u7684\u8bed\u8a00\u5206\u6790\u6280\u672f\u6765\u8861\u91cf\u60a8\u7684\u7ec4\u7ec7\u548c\u5458\u5de5\u656c\u4e1a\u5ea6\u7684\u611f\u77e5\uff0c\u5e76\u63d0\u9ad8\u9876\u7ea7\u4eba\u624d\u7684\u4fdd\u7559\u3001\u83b7\u53d6\u548c\u6574\u4f53\u751f\u4ea7\u529b\u3002\u4ed6\u4eec\u7684\u60c5\u611f\u5206\u6790API\u7a81\u51fa\u4e86\u9690\u85cf\u5728\u8bed\u8a00\u548c\u6570\u636e\u4e2d\u7684\u60c5\u611f\u548c\u610f\u56fe\uff0c\u63d0\u4f9b\u4e86\u5207\u5b9e\u7684\u7ed3\u679c\u548c\u53ef\u64cd\u4f5c\u7684\u89c1\u89e3\u3002<\/p>\n
10\u3002Social Searcher <\/p>\n
Social Searcher\u662f\u4e00\u4e2a\u514d\u8d39\u7684\u793e\u4ea4\u5a92\u4f53\u641c\u7d22\u5f15\u64ce\uff0c\u60a8\u53ef\u4ee5\u8f93\u5165\u63d0\u53ca\uff0c\u7528\u6237\uff0c\u6216\u8d8b\u52bf\uff0c\u8fdb\u884c\u5b9e\u65f6\u641c\u7d22\u3002\u7ed3\u679c\u663e\u793a\u4f60\u63d0\u5230\uff0c\u7528\u6237\u548c\u60c5\u7eea\u6c34\u5e73\u3002\u6b64\u5916\uff0c\u60a8\u53ef\u4ee5\u67e5\u770b\u66f4\u8be6\u7ec6\u7684\u60c5\u7eea\u7ed3\u679c\uff0c\u8868\u660e\u5404\u79cd\u793e\u4ea4\u5e73\u53f0\u4e0a\u6b63\u9762\u548c\u8d1f\u9762\u63d0\u53ca\u7684\u6bd4\u4f8b\u3002\u5b83\u8fd8\u94fe\u63a5\u5230\u9009\u62e9\u7684\u70ed\u95e8\u79ef\u6781\u7684\u5e16\u5b50\uff0c\u70ed\u95e8\u6d88\u6781\u7684\u5e16\u5b50\uff0c\u548c\u70ed\u95e8\u4e2d\u7acb\u7684\u5e16\u5b50\u3002<\/p>\n
\u4f60\u53ef\u4ee5\u5347\u7ea7\u5230\u4ed8\u8d39\u7684\u793e\u4ea4\u76d1\u63a7\u670d\u52a1\uff0c\u5728\u8fd9\u91cc\u4e0d\u540c\u7684\u5b9a\u4ef7\u5c42\u63d0\u4f9b\u4e0d\u540c\u7684\u5b9e\u65f6\u641c\u7d22\/\u5929\uff0c\u7535\u5b50\u90ae\u4ef6\u63d0\u9192\uff0c\u76d1\u63a7\u548c\u4fdd\u5b58\u7684\u5e16\u5b50\/\u6708\u7684\u6570\u91cf\u3002\u901a\u8fc7\u8fd9\u4e9b\u4ed8\u8d39\u8ba1\u5212\uff0c\u4f60\u53ef\u4ee5\u76d1\u63a7\u65b0\u95fb\u3001\u535a\u5ba2\u3001\u8bba\u575b\u3001\u8bc4\u8bba\u548c\u89c6\u9891\u3002\u5b83\u5305\u62ec\u5168\u9762\u7684\u5206\u6790\uff0c\u4ee5\u521b\u5efa\u4e00\u4e2a\u6709\u6548\u7684\u8425\u9500\u7b56\u7565\u548c\u8ddf\u8e2a\u4f60\u7684\u793e\u4ea4\u5a92\u4f53\u8fdb\u5c55:\u5e16\u5b50\u5206\u53d1\u6309\u5de5\u4f5c\u65e5\u548c\u5c0f\u65f6\uff0c\u60c5\u7eea\uff0c\u5e16\u5b50\u7c7b\u578b\uff0c\u94fe\u63a5\uff0c\u7528\u6237\uff0c\u5173\u952e\u8bcd\u548c\u8bdd\u9898\u6807\u7b7e\u3002<\/p>\n
11\u3002\u6279\u8bc4\u6027\u62a5\u9053<\/p>\n
\u6279\u8bc4\u6027\u62a5\u9053\u4e13\u6ce8\u4e8e\u5a92\u4f53\u76d1\u6d4b\u548c\u5206\u6790\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u8ddf\u8e2a\u3001\u5206\u6790\u548c\u5206\u4eab\u60a8\u83b7\u5f97\u7684\u5a92\u4f53\u62a5\u9053\u3002\u5b83\u4e0d\u540c\u4e8e\u5176\u4ed6\u8bb8\u591a\u5173\u6ce8\u5a92\u4f53\u63d0\u53ca\u7387\u800c\u975e\u793e\u4ea4\u5a92\u4f53\u7684\u5de5\u5177(\u5c3d\u7ba1\u5b83\u5305\u542b\u4e00\u4e9b\u793e\u4ea4\u5a92\u4f53\u5206\u6790)\u3002\u5b83\u4e3b\u8981\u5173\u6ce8\u7684\u662f\u76d1\u63a7\u7535\u89c6\u548c\u5e7f\u64ad\u3001\u5728\u7ebf\u65b0\u95fb\u3001\u64ad\u5ba2\u548c\u6388\u6743\u5185\u5bb9(\u4ed8\u8d39\u548c\u5370\u5237\u6765\u6e90)\u3002<\/p>\n
\u6279\u5224\u6027\u63d0\u53ca\u5e2e\u52a9\u60a8\u7406\u89e3\u60a8\u83b7\u5f97\u7684\u5a92\u4f53\u62a5\u9053\u7684\u60c5\u7eea\u5206\u6790\u7684\u80cc\u666f\uff0c\u6307\u51fa\u6bcf\u4e2a\u63d0\u53ca\u662f\u6d88\u6781\u7684\uff0c\u4e2d\u7acb\u7684\uff0c\u8fd8\u662f\u79ef\u6781\u7684\u3002\u8fd9\u79cd\u5206\u6790\u65e2\u9002\u7528\u4e8e\u5e7f\u64ad\u5185\u5bb9\uff0c\u4e5f\u9002\u7528\u4e8e\u5370\u5237\u548c\u5728\u7ebf\u6750\u6599\u3002\u4f60\u53ef\u4ee5\u63d0\u53d6\u58f0\u97f3\u4efd\u989d\u3001\u60c5\u7eea\u548c\u5ba3\u4f20\u4ef7\u503c\u7b49\u6307\u6807\u3002<\/p>\n
12\u3002Lexalytics<\/p>\n
Lexalytics\u66f4\u4e13\u6ce8\u4e8e\u60c5\u611f\u5206\u6790\uff0c\u800c\u4e0d\u662f\u54c1\u724c\u63d0\u53ca\u6bd4\u8bb8\u591a\u5176\u4ed6\u5de5\u5177\u5305\u62ec\u5728\u8fd9\u91cc\u3002Lexalytics\u667a\u80fd\u5e73\u53f0\u9488\u5bf9\u7684\u662f\u90a3\u4e9b\u9700\u8981\u5904\u7406\u5927\u91cf\u6587\u672c\u6570\u636e(\u6bcf\u67083\u4e07\u591a\u4e2a\u6587\u6863)\u3001\u9700\u8981\u5185\u90e8\u5b89\u5168\u7684\u4f01\u4e1a;\u5728\u9632\u706b\u5899\u540e\u9762\u8fd0\u884c\u7cfb\u7edf\uff0c\u6216\u8005\u60f3\u8981\u6df1\u5165\u8bbf\u95ee\u6765\u8c03\u4f18\u548c\u914d\u7f6e\u6587\u672c\u5206\u6790\u3002<\/p>\n
\u5b83\u8ba4\u8bc6\u5230\u60c5\u611f\u5206\u6790\u5bf9\u793e\u4ea4\u5a92\u4f53\u76d1\u6d4b(SMM)\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002Lexalytics\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406(NLP)\u548c\u673a\u5668\u5b66\u4e60\u5c06\u6210\u5806\u7684\u8bdd\u9898\u6807\u7b7e\u3001\u4fda\u8bed\u548c\u7cdf\u7cd5\u7684\u8bed\u6cd5\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u6570\u636e\u548c\u6709\u4ef7\u503c\u7684\u89c1\u89e3\u3002\u8be5\u5e73\u53f0\u5206\u6790\u793e\u4ea4\u6587\u672c\u6570\u636e\uff0c\u4ee5\u4e86\u89e3\u56f4\u7ed5\u4ea7\u54c1\u3001\u54c1\u724c\u3001\u4eba\u5458\u548c\u670d\u52a1\u7684\u5bf9\u8bdd\u3002<\/p>\n
13\u3002\u60c5\u7eea\u5206\u6790<\/p>\n
\u60c5\u7eea\u5206\u6790\u662f\u4e00\u4e2a\u514d\u8d39\u7684\u5de5\u5177\uff0c\u5b83\u5141\u8bb8\u60a8\u5bf9\u51e0\u4e4e\u4efb\u4f55\u82f1\u6587\u6587\u672c\u8fdb\u884c\u60c5\u7eea\u5206\u6790\u3002\u8be5\u7cfb\u7edf\u8ba1\u7b97\u4e00\u4e2a\u60c5\u7eea\u8bc4\u5206\uff0c\u53cd\u6620\u4f60\u7684\u8f93\u5165\u6587\u672c\u7684\u6574\u4f53\u60c5\u7eea\u3001\u8bed\u6c14\u6216\u60c5\u611f\u611f\u53d7\u3002\u60c5\u7eea\u8bc4\u5206\u8303\u56f4\u4ece-100\u5230+100\uff0c\u5176\u4e2d-100\u8868\u793a\u975e\u5e38\u6d88\u6781\u6216\u4e25\u8083\u7684\u8bed\u6c14\uff0c+100\u8868\u793a\u975e\u5e38\u79ef\u6781\u6216\u70ed\u60c5\u7684\u6001\u5ea6\u3002<\/p>\n
\u867d\u7136\u8fd9\u662f\u4e00\u4e2a\u6bd4\u5b8c\u6574\u7684\u54c1\u724c\u5206\u6790\u5e73\u53f0\u7b80\u5355\u5f97\u591a\u7684\u5de5\u5177\uff0c\u4f46\u5b83\u662f\u514d\u8d39\u7684\uff0c\u6613\u4e8e\u4f7f\u7528\u3002\u4f60\u5c06\u6240\u9009\u6587\u672c\u7c98\u8d34\u5230\u9875\u9762\u4e0a\u7684\u4e00\u4e2a\u6846\u4e2d\uff0c\u8f6f\u4ef6\u5c31\u4f1a\u8fdb\u884c\u8ba1\u7b97\uff0c\u7136\u540e\u7ed9\u51fa\u89e3\u91ca\u3002<\/p>\n
14\u3002Rosette<\/p>\n
\u662f\u4e00\u4e2a\u6587\u672c\u5206\u6790\u548c\u53d1\u73b0\u7684\u53ef\u9002\u5e94\u5e73\u53f0\u3002\u5b83\u5177\u6709\u8bb8\u591a\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7684\u8bed\u8a00\u529f\u80fd\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u5206\u679030\u591a\u79cd\u8bed\u8a00\u7684\u6587\u6863\u3002\u5b83\u7684\u4e00\u4e2a\u4e13\u95e8\u5de5\u5177\u662f\u60c5\u611f\u5206\u6790\u5668\u3002\u4f60\u53ef\u4ee5\u7528\u5b83\u6765\u68c0\u6d4b\u5173\u4e8e\u516c\u53f8\u3001\u4eba\u5458\u548c\u4ea7\u54c1\u7684\u6587\u672c\u4e2d\u7684\u60c5\u611f\u70ed\u70b9\u3002\u5b83\u5bf9\u63a8\u6587\u548c\u8bc4\u8bba\u8fdb\u884c\u4e86\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\uff0c\u4ee5\u68c0\u6d4b\u6587\u6863\u6574\u4f53\u548c\u9488\u5bf9\u7279\u5b9a\u5b9e\u4f53\u7684\u5f3a\u70c8\u79ef\u6781\u548c\u6d88\u6781\u60c5\u7eea\u3002Rosette\u5e94\u7528\u5b9e\u4f53\u63d0\u53d6\u6765\u8bc6\u522b\u4ea7\u54c1\uff0c\u5e76\u901a\u8fc7\u5c06\u8bc4\u8bba\u4e2d\u8868\u8fbe\u7684\u60c5\u611f\u4e0e\u6bcf\u4e2a\u4ea7\u54c1\u8054\u7cfb\u8d77\u6765\uff0c\u6765\u786e\u5b9a\u6bcf\u4e2a\u4ea7\u54c1\u7684\u60c5\u611f\u3002<\/p>\n
\u4f7f\u7528Rosette\u5206\u7c7b\u73b0\u573a\u57f9\u8bad\u5957\u4ef6(\u4f7f\u7528\u4e00\u7ec4\u6700\u80fd\u4ee3\u8868\u6bcf\u79cd\u60c5\u611f\u7684\u7cbe\u5fc3\u6311\u9009\u7684\u6587\u6863)\uff0c\u60a8\u53ef\u4ee5\u6559\u6388Rosette\u65b0\u7684\u9886\u57df(\u5982\u9152\u5e97\u3001\u996e\u6599\u548c\u98df\u54c1)\u6216\u8bed\u8a00\u3002<\/p>\n
15\u3002\u610f\u4e49\u4e91<\/p>\n
\u610f\u4e49\u4e91\u63d0\u4f9b\u591a\u8bed\u8a00\u6587\u672c\u5206\u6790\u2014\u2014\u4ece\u65b0\u95fb\u6807\u9898\u548c\u793e\u4ea4\u5a92\u4f53\u5230\u89c6\u9891\u5b57\u5e55\u548c\u7535\u8bdd\u8f6c\u5f55\u3002\u5b83\u7684\u5de5\u5177\u4e4b\u4e00\u662f\u60c5\u7eea\u5206\u6790\u3002\u81ea\u52a8\u60c5\u611f\u5206\u6790\u5141\u8bb8\u4f60\u4ee5\u6700\u5c0f\u7684\u5ef6\u8fdf\u3001\u8f83\u9ad8\u7684\u51c6\u786e\u6027\u548c\u4e00\u81f4\u6027\u4ee5\u53ca\u8f83\u4f4e\u7684\u6210\u672c\u5904\u7406\u5927\u91cf\u6570\u636e\uff0c\u8fd9\u662f\u5bf9\u4eba\u5de5\u5206\u6790\u7684\u8865\u5145\u3002<\/p>\n
\u4ed6\u4eec\u7684\u60c5\u611f\u5206\u6790API\u5bf9\u6765\u81ea\u4e0d\u540c\u6765\u6e90\u7684\u4fe1\u606f\u8fdb\u884c\u8be6\u7ec6\u7684\u591a\u8bed\u8a00\u60c5\u611f\u5206\u6790\u3002\u5b83\u5206\u6790\u9009\u5b9a\u7684\u6587\u672c\uff0c\u4ee5\u786e\u5b9a\u5b83\u8868\u8fbe\u7684\u662f\u79ef\u6781\u7684\u3001\u4e2d\u7acb\u7684\u8fd8\u662f\u6d88\u6781\u7684\u60c5\u7eea(\u6216\u8005\u662f\u65e0\u6cd5\u68c0\u6d4b\u5230)\u3002\u5b83\u8bc6\u522b\u5355\u4e2a\u77ed\u8bed\u5e76\u8bc4\u4f30\u5b83\u4eec\u4e4b\u95f4\u7684\u5173\u7cfb\u3002\u8fd9\u5c06\u5bfc\u81f4\u6574\u4e2a\u6587\u672c\u7684\u5168\u5c40\u6781\u6027\u503c\u3002<\/p>\n
16\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528Clarabridge\u8fde\u63a5\u5230\u6240\u6709\u7684\u6570\u5b57\u6e20\u9053:Facebook, Twitter, Instagram, WhatsApp\uff0c\u77ed\u4fe1\uff0c\u5fae\u4fe1\uff0c\u7535\u5b50\u90ae\u4ef6\uff0c\u8bba\u575b\uff0c\u535a\u5ba2\uff0c\u548c\u66f4\u591a\u3002\u5b83\u5206\u6790\u8fd9\u4e9b\u5185\u5bb9\uff0c\u8ba9\u60a8\u5b9e\u65f6\u6d1e\u5bdf\u548c\u7406\u89e3\u5ba2\u6237\u7684\u52aa\u529b\uff0c\u60c5\u611f\uff0c\u547c\u6551\u548c\u67e5\u8be2\u4f7f\u7528\u4e00\u6d41\u7684\u6587\u672c\u5206\u6790\u5f15\u64ce\u3002<\/p>\n
\u60a8\u53ef\u4ee5\u4f7f\u7528Clarabridge Engage\u81ea\u52a8\u8bc6\u522b\u793e\u4ea4\u5bf9\u8bdd\u7684\u4e3b\u9898\uff0c\u5e76\u5728\u6b63\u786e\u7684\u65f6\u95f4\u5c06\u63d0\u53ca\u8def\u7531\u5230\u6b63\u786e\u7684\u4ee3\u7406\u3002<\/p>\n
Clarabridge\u4f7f\u7528\u6587\u672c\u5206\u6790\u63d0\u4f9b\u4e00\u79cd\u975e\u5e38\u6709\u6548\u7684\u65b9\u6cd5\u6765\u8003\u8651\u5ba2\u6237\u6240\u8bf4\u7684\u8bdd\uff0c\u4f7f\u60a8\u8d85\u8d8a\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff0c\u4ece\u800c\u5bf9\u8bc4\u8bba\u8fdb\u884c\u66f4\u590d\u6742\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u3002\u5b83\u7ed3\u5408\u4e86\u8bcd\u6c47\u548c\u8bed\u6cd5\u7684\u65b9\u6cd5\u6765\u5206\u6790\u5c0f\u53e5\u5c42\u9762\u7684\u60c5\u611f\u3002\u5b83\u7684\u7279\u70b9\u662f\u752811\u5206\u7684\u60c5\u7eea\u91cf\u8868\u6765\u5904\u7406\u4e0d\u540c\u73af\u5883\u7684\u7ec6\u5fae\u5dee\u522b\u300217<\/p>\n
\u3002Awario<\/p>\n
\u662f\u4e00\u4e2a\u54c1\u724c\u63d0\u53ca\u5de5\u5177\uff0c\u641c\u7d22\u63d0\u53ca\u60a8\u7684\u54c1\u724c\u5728Twitter, Facebook, Reddit, YouTube, Instagram\uff0c\u535a\u5ba2\uff0c\u8bba\u575b\uff0c\u65b0\u95fb\u548c\u7f51\u7edc\u3002\u9664\u4e86api, aware\u6bcf\u5929\u8981\u722c\u8fc7130\u4ebf\u7684\u7f51\u9875\u3002\u5b83\u5305\u542b\u4e86\u60c5\u611f\u5206\u6790\uff0c\u4f60\u53ef\u4ee5\u7528\u5b83\u6765\u8861\u91cf\u4f60\u63d0\u5230\u7684\u8bed\u6c14\u3002\u63d0\u53ca\u7edf\u8ba1\u56fe\u8868\u663e\u793a\u4e2d\u6027\u3001\u79ef\u6781\u548c\u6d88\u6781\u60c5\u7eea\u7684\u589e\u957f\u3002\u4f60\u8fd8\u53ef\u4ee5\u5728\u4f60\u7684\u4eea\u8868\u677f\u4e0a\u5b9e\u65f6\u89c2\u770b\u793e\u4ea4\u5a92\u4f53\u7684\u60c5\u7eea\u3002\u5728aware\u4e0a\u8fdb\u884c\u60c5\u7eea\u5206\u6790\u7684\u53e6\u4e00\u4e2a\u5b9e\u9645\u7528\u4f8b\u662f\u521b\u5efa\u4e00\u4e2a\u8b66\u62a5\uff0c\u4ee5\u76d1\u6d4b\u7ade\u4e89\u5bf9\u624b\u5728\u793e\u4ea4\u5a92\u4f53\u4e0a\u7684\u54c1\u724c\u60c5\u7eea\u3002\u7136\u540e\uff0c\u60a8\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u60c5\u7eea\u5206\u6790\u62a5\u544a\uff0c\u5c06\u60a8\u7684\u54c1\u724c\u4e0e\u7ade\u4e89\u5bf9\u624b\u7684\u54c1\u724c\u8fdb\u884c\u6bd4\u8f83\u3002<\/p>\n
18\u5c81\u3002OpenText<\/p>\n
OpenText\u63d0\u4f9b\u5404\u79cd\u5de5\u5177\uff0c\u5e2e\u52a9\u5927\u578b\u4f01\u4e1a\u548c\u4f01\u4e1a\u8fdb\u884c\u4fe1\u606f\u7ba1\u7406\u3001\u4ea7\u54c1\u548c\u89e3\u51b3\u65b9\u6848\u3001\u4e91\u7ba1\u7406\u7b49\u3002\u4ed6\u4eec\u7684\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u548c\u5206\u6790\u5de5\u5177\u662f\u9ea6\u54f2\u4f26\u6587\u672c\u6316\u6398\u3002\u8fd9\u4f7f\u60a8\u80fd\u591f\u4e00\u6b21\u7406\u89e3\u6570\u767e\u4e07\u9875\u7684\u6587\u672c\u3002\u4f60\u53ef\u4ee5\u7528\u5b83\u6765\u5206\u6790\u4f60\u7684\u975e\u7ed3\u6784\u5316\u6587\u672c\u6570\u636e\u3001\u6570\u5341\u4ebf\u9875\u7684\u6587\u672c\u5185\u5bb9\u548c\u6765\u81ea\u5185\u90e8\u6587\u6863\u3001\u7535\u5b50\u90ae\u4ef6\u3001\u793e\u4ea4\u5a92\u4f53\u3001\u7f51\u9875\u7b49\u7684\u56fe\u50cf\u3002\u5b83\u5f3a\u5927\u7684\u7b97\u6cd5\u5206\u6790\u5185\u5bb9\uff0c\u4ee5\u786e\u5b9a\u7ed9\u5b9a\u7684\u6587\u672c\u662f\u5173\u4e8e\u4ec0\u4e48\u7684\uff0c\u5e76\u8bc4\u4f30\u5176\u76f8\u5173\u6027\u3002\u8be5\u8f6f\u4ef6\u53ef\u4ee5\u68c0\u6d4b\u6587\u4ef6\u4f20\u9012\u7684\u662f\u79ef\u6781\u3001\u6d88\u6781\u6216\u4e2d\u7acb\u7684\u8bed\u6c14\uff0c\u662f\u5ba2\u89c2\u7684\u8fd8\u662f\u57fa\u4e8e\u610f\u89c1\u7684\uff0c\u5b83\u4eec\u8868\u8fbe\u6124\u6012\u3001\u671f\u5f85\u3001\u538c\u6076\u3001\u6050\u60e7\u3001\u5feb\u4e50\u3001\u60b2\u4f24\u3001\u60ca\u8bb6\u548c\u4fe1\u4efb\u7684\u7a0b\u5ea6\uff0c\u4ee5\u53ca\u4fe1\u606f\u80cc\u540e\u7684\u56e0\u679c\u5173\u7cfb\u6216\u5546\u4e1a\u610f\u56fe\u3002<\/p>\n
19\u3002<\/p>\n
ParallelDots\u4e13\u6ce8\u4e8e\u96f6\u552e\u56fe\u50cf\u8bc6\u522b\u548c\u6587\u672c\u5206\u6790\u3002\u5b83\u4e3a\u96f6\u552e\u5546\u63d0\u4f9b\u7684\u89e3\u51b3\u65b9\u6848\u4e4b\u4e00\u662fSmartReader\uff0c\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8eexcel\u7684SaaS\u89e3\u51b3\u65b9\u6848\u3002\u5b83\u4f1a\u5229\u7528\u4eba\u5de5\u667a\u80fd\u81ea\u52a8\u5206\u6790\u5f00\u653e\u5f0f\u5ba2\u6237\u53cd\u9988\uff0c\u5e76\u6839\u636e\u53cd\u9988\u80cc\u540e\u7684\u60c5\u7eea\u5c06\u5176\u5206\u4e3a\u79ef\u6781\u3001\u4e2d\u6027\u548c\u6d88\u6781\u3002<\/p>\n
SmartReader\u5728\u4ea4\u4e92\u5f0f\u4eea\u8868\u76d8\u4e2d\u663e\u793a\u5176\u89c1\u89e3\uff0c\u60a8\u4e5f\u53ef\u4ee5\u4e0b\u8f7d\u3002csv\u683c\u5f0f\u7684\u89c1\u89e3\u3002<\/p>\n
20\u3002Hitech BPO<\/p>\n
\u63d0\u4f9b\u4e00\u7cfb\u5217\u6570\u636e\u6536\u96c6\u3001\u6570\u636e\u5904\u7406\u3001\u6570\u636e\u6e05\u7406\u3001\u6570\u636e\u5206\u6790\u548c\u60c5\u611f\u5206\u6790\u670d\u52a1\u3002\u60c5\u611f\u5206\u6790\u5305\u62ec\u610f\u89c1\u6316\u6398\u3001\u6587\u672c\u6316\u6398\u3001\u793e\u4f1a\u503e\u542c\u548c\u793e\u4f1a\u60c5\u611f\u3002\u8be5\u516c\u53f8\u5c06\u81ea\u7136\u8bed\u8a00\u5904\u7406(NLP)\u548c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u76f8\u7ed3\u5408\uff0c\u8fdb\u884c\u60c5\u611f\u5206\u6790\uff0c\u5e76\u4ece\u4ea7\u54c1\u548c\u670d\u52a1\u8bc4\u8bba\u4e2d\u4ee5\u6587\u672c\u3001\u8bed\u97f3\u3001\u8868\u60c5\u7b26\u53f7\u3001\u56fe\u50cf\u548c\u89c6\u89c9\u7b49\u5f62\u5f0f\u63d0\u53d6\u610f\u4e49\u3002\u4ed6\u4eec\u6536\u96c6\u4ece\u63a8\u7279\u3001Facebook\u5e16\u5b50\u3001\u535a\u5ba2\u6216\u8bba\u575b\u4e0a\u7684\u8bc4\u8bba\u4ee5\u53ca\u5173\u4e8e\u54c1\u724c\u3001\u5e02\u573a\u3001\u96c7\u4e3b\u7b49\u7684\u7535\u5b50\u90ae\u4ef6\u4e2d\u83b7\u5f97\u7684\u53cd\u9988\u3002\u60a8\u53ef\u4ee5\u63d0\u53d6\u3001\u8bc6\u522b\u548c\u63cf\u8ff0\u60c5\u7eea\uff0c\u4ee5\u8bbe\u7f6e\u5ba2\u6237\u7684\u60c5\u7eea\uff0c\u5e76\u63d0\u9ad8\u60a8\u7684\u54c1\u724c\u4ef7\u503c\u3002<\/p>\n
21\u3002Sentigem <\/p>\n
Sentigem\u662f\u4e00\u4e2a\u5e73\u53f0\uff0c\u4e3a\u57fa\u4e8e\u82f1\u8bed\u8bed\u8a00\u7684\u6587\u6863\u6216\u6587\u672c\u5757\u63d0\u4f9b\u4e00\u4e2a\u6613\u4e8e\u4f7f\u7528\u7684\u60c5\u611f\u5206\u6790\u5de5\u5177\u3002\u5b83\u662f\u514d\u8d39\u7684\uff0c\u4f7f\u7528\u8d77\u6765\u5f88\u7b80\u5355\u3002\u60a8\u53ef\u4ee5\u5c06\u60f3\u8981\u5206\u6790\u7684\u6587\u672c\u5757\u7c98\u8d34\u5230Sentigem\u9875\u9762\u4e0a\u7684\u4e00\u4e2a\u6846\u4e2d\uff0c\u7136\u540e\u5355\u51fbanalyze\u3002\u7136\u540e\uff0c\u8f6f\u4ef6\u4f1a\u544a\u8bc9\u4f60\u6574\u4f53\u7684\u60c5\u7eea\uff0c\u5e76\u5c06\u6587\u672c\u5206\u6210\u51e0\u4e2a\u90e8\u5206\uff0c\u663e\u793a\u60c5\u7eea:\u79ef\u6781\u7684\u3001\u6d88\u6781\u7684\u548c\u4e2d\u7acb\u7684\u3002<\/p>\n
Sentigem\u4e3a\u4ed6\u4eec\u7684\u4ea7\u54c1\u63d0\u51fa\u4e86\u4e00\u4e9b\u5178\u578b\u7684\u7528\u4f8b\u3002\u8fd9\u5305\u62ec\u91d1\u878d\u5e02\u573a\u7684\u4ef7\u683c\u8d70\u52bf\u9884\u6d4b\u3001\u58f0\u8a89\u548c\u54c1\u724c\u7ba1\u7406\u3001\u4ea7\u54c1\u8425\u9500\u548c\u91c7\u8d2d\u8ba1\u5212\u4ee5\u53ca\u5b9e\u4f53\u8c03\u67e5\u3002<\/p>\n
22\u3002SentiStrength<\/p>\n
SentiStrength\u63d0\u4f9b\u6bcf\u79d2\u9ad8\u8fbe16000\u7bc7\u793e\u4ea4\u7f51\u7edc\u6587\u672c\u7684\u81ea\u52a8\u60c5\u611f\u5206\u6790\uff0c\u82f1\u8bed\u51c6\u786e\u7387\u8fbe\u5230\u4eba\u7c7b\u6c34\u5e73\u3002\u5b83\u4f30\u8ba1\u4e86\u77ed\u6587\u672c\u4e2d\u79ef\u6781\u548c\u6d88\u6781\u60c5\u7eea\u7684\u5f3a\u5ea6\uff0c\u751a\u81f3\u5305\u62ec\u975e\u6b63\u5f0f\u8bed\u8a00\u3002\u5b83\u62a5\u544a\u4e86\u4e24\u79cd\u60c5\u7eea\u5f3a\u5ea6:-1(\u975e\u8d1f\u9762)\u5230-5(\u6781\u5ea6\u8d1f\u9762)\uff0c1(\u975e\u6b63\u9762)\u52305(\u6781\u5ea6\u6b63\u9762)\u3002<\/p>\n
SentiStrength\u662f\u514d\u8d39\u7684\u5b66\u672f\u7814\u7a76\u3002SentiStrength\u7684\u5546\u4e1a\u8bb8\u53ef\u8bc1\u53ef\u7528\u4e8e\u5176\u4ed6\u7528\u9014\u3002<\/p>\n
23\u3002NCSU\u63a8\u7279\u60c5\u7eea\u53ef\u89c6\u5316App\u662f\u4e00\u4e2a\u5728\u7ebf\u89e3\u51b3\u65b9\u6848\uff0c\u5e2e\u52a9\u5c0f\u4f01\u4e1a\u6355\u83b7\u3001\u7ed8\u5236\u548c\u5206\u6790\u63a8\u7279\u6570\u636e\u3002\u8425\u9500\u56e2\u961f\u53ef\u4ee5\u901a\u8fc7\u70ed\u56fe\u3001\u4e3b\u9898\u96c6\u7fa4\u3001\u53d9\u4e8b\u7ebf\u7d22\u3001\u4eb2\u548c\u529b\u7b49\u6765\u7406\u89e3\u548c\u53ef\u89c6\u5316\u7528\u6237\u7684\u60c5\u7eea\u3002\u4f01\u4e1a\u641c\u7d22\u7279\u5b9a\u7684\u5173\u952e\u5b57\uff0c\u53ef\u4ee5\u81ea\u52a8\u4ece\u4e0a\u5468\u7684\u6700\u8fd1\u63a8\u6587\u4e2d\u63d0\u53d6\u6570\u636e\uff0c\u5c06\u5355\u4e2a\u63a8\u6587\u4ee5\u5706\u5708\u7684\u5f62\u5f0f\u53ef\u89c6\u5316\uff0c\u5e76\u6839\u636e\u5206\u914d\u7ed9\u6bcf\u4e2a\u63a8\u6587\u7684\u989c\u8272\u3001\u4eae\u5ea6\u3001\u5927\u5c0f\u548c\u900f\u660e\u5ea6\u5206\u6790\u60c5\u7eea\u3002\u7528\u6237\u53ef\u4ee5\u5c06\u5e16\u5b50\u7684\u60c5\u7eea\u5206\u4e3a\u56db\u7c7b:\u8f7b\u677e\u3001\u5feb\u4e50\u3001\u4e0d\u5feb\u4e50\u548c\u4e0d\u5b89\u3002<\/p>\n
24\u3002RapidMiner<\/p>\n
RapidMiner\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u636e\u79d1\u5b66\u5e73\u53f0\uff0c\u4ee5\u4ea4\u4ed8\u8f6c\u6362\u4e1a\u52a1\u5f71\u54cd\u3002\u8fd9\u5305\u62ec\u6587\u672c\u6316\u6398\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u6765\u81ea\u975e\u7ed3\u6784\u5316\u6570\u636e\u7684\u89c1\u89e3\u6765\u6539\u8fdb\u8425\u9500\u3001\u4ea7\u54c1\u5f00\u53d1\u3001\u98ce\u9669\u7ba1\u7406\u7b49\u3002\u5728\u7ebf\u8bc4\u8bba\u3001\u793e\u4ea4\u5a92\u4f53\u804a\u5929\u3001\u547c\u53eb\u4e2d\u5fc3\u8f6c\u5f55\u3001\u7d22\u8d54\u8868\u683c\u3001\u7814\u7a76\u671f\u520a\u3001\u4e13\u5229\u7533\u8bf7\u548c\u8bb8\u591a\u5176\u4ed6\u6765\u6e90\u90fd\u6210\u4e3a\u4e30\u5bcc\u7684\u8d44\u6e90\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u79d1\u5b66\u6765\u63a8\u8fdb\u60a8\u7684\u4e1a\u52a1\u548c\u7ec4\u7ec7\u4f7f\u547d\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528RapidMiner\u7684\u60c5\u7eea\u5206\u6790\uff0c\u4ece\u4eba\u4eec\u5728\u793e\u4ea4\u5a92\u4f53\u548c\u5176\u4ed6\u5730\u65b9\u5bf9\u4f60\u7684\u8bc4\u4ef7\u4e2d\u6536\u96c6\u5bf9\u4f60\u7684\u54c1\u724c\u3001\u4ea7\u54c1\u548c\u670d\u52a1\u7684\u6001\u5ea6\u3002\u56e0\u6b64\uff0c\u4f60\u53ef\u4ee5\u9488\u5bf9\u4f60\u7684\u4ea4\u6d41\u6765\u8c03\u6574\u611f\u77e5\u3002<\/p>\n
25\u3002\u867d\u7136Hootsuite\u6700\u51fa\u540d\u7684\u53ef\u80fd\u662f\u5176\u793e\u4ea4\u5a92\u4f53\u53d1\u5e03\u5e73\u53f0\uff0c\u4f46\u5b83\u4e5f\u63d0\u4f9b\u4e86\u51e0\u4e2a\u4e13\u95e8\u7684\u793e\u4ea4\u89e3\u51b3\u65b9\u6848\uff0c\u4e3b\u8981\u9488\u5bf9\u4f01\u4e1a\u3002Hootsuite Insights\u5c31\u662f\u5176\u4e2d\u4e4b\u4e00\u3002\u8fd9\u53ef\u4ee5\u8ba9\u4f60\u5728\u793e\u4ea4\u503e\u542c\u7684\u54c1\u724c\u6218\u7565\u4e2d\u5efa\u7acb\u667a\u80fd\u3002\u54c1\u724c\u89c2\u5bdf\u4e3aHootsuite\u7684\u5de5\u5177\u63d0\u4f9b\u52a8\u529b\u3002<\/p>\n
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AI\u60c5\u611f\u5206\u6790\u4e5f\u88ab\u79f0\u4e3a\u610f\u89c1\u6316\u6398\u6216\u60c5\u611fAI\u3002\u8fd9\u4e9bAI\u60c5\u611f\u5206\u6790\u5de5\u5177\u53ef\u4ee5\u4f7f\u7528\u81ea\u7136\u8bed\u8a00\u5904\u7406\u3001\u6587\u672c\u5206\u6790\u3001\u8ba1\u7b97\u8bed\u8a00\u5b66\u548c\u751f\u7269\u7279\u5f81\u5b66\u6765\u8bc6\u522b\u3001\u91cf\u5316\u548c\u7814\u7a76\u4e3b\u89c2\u4fe1\u606f\u3002\u8d85\u8fc73\u4e07\u540d\u8425\u9500\u4e13\u4e1a\u4eba\u58eb\u4f9d\u9760\u6211\u4eec\u83b7\u53d6\u4ed6\u4eec\u7684\u65b0\u95fb\u3002\u4f60\u4e0d\u5e94\u8be5?<\/p>\n
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