[{"data":1,"prerenderedAt":241},["ShallowReactive",2],{"archive-2015-2-1":3},{"title":4,"articles":5,"hot_article":26,"month_arch":89,"total":237,"cover":238},"2015年2月 - 独孤影的博客",[6,16],{"id":7,"title":8,"uri":8,"author":9,"tags":10,"created_at":13,"view_count":14,"content":15},31,"中文分词逆向最大匹配法项目实践","duguying",[11,12],"中文分词","逆向最大匹配法","2015-02-26 22:19:19",5877,"\u003Cp>最近在自己的项目中实现了中文分词，项目是pinyin-php，是一个用C语言完成的原生php扩展。\n其主要作用是将中文汉字翻译成汉语拼音，其中用到中文分词主要是为了识别多音字，因为多音字一般是在特定词语环境中出现的。\n因此系统需要识别汉字词语，也就是说要实现简单的分词，当然分词准确率越高的话多音字识别率也会越高。\u003Cbr\u002F>\u003C\u002Fp>\u003Cp>pinyin-php中实现中文分词达到识别多音字的目的，这一想法在pinyin-php上一版本开发的时候就已经想到了。只是自己从来都没有实践过，而且据别人说，中文分词用C语言实现起来比较麻烦，反倒是脚本语言实现起来比较方便。我多方查阅资料后知道现有中文分词方法有如下几种\u003C\u002Fp>\u003Col class=\" list-paddingleft-2\" style=\"list-style-type: decimal;\">\u003Cli>\u003Cp>字符匹配\u003C\u002Fp>\u003C\u002Fli>\u003Cli>\u003Cp>理解法\u003C\u002Fp>\u003C\u002Fli>\u003Cli>\u003Cp>统计法\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>其中字符匹配是基于字典的字符串匹配，理解法是在字符串匹配的同时还对句子进行语义分析，统计法是基于大量的语料库来实现的。其中字符匹配法最为简单，后两者首先是算法比较复杂，是我目前尚未接触到的方法，其次他们均要基于大量的语料库进行数据分析，这对于我以及pinyin-php这个项目来说是不现实的。不过对于搜索引擎这种大型的系统来说是可以实现的。因此，我采用字符匹配法。字符匹配又有如下四种方式\u003C\u002Fp>\u003Col class=\" list-paddingleft-2\" style=\"list-style-type: decimal;\">\u003Cli>\u003Cp>正向最大匹配法(由左到右的方向);\u003C\u002Fp>\u003C\u002Fli>\u003Cli>\u003Cp>逆向最大匹配法(由右到左的方向);\u003C\u002Fp>\u003C\u002Fli>\u003Cli>\u003Cp>最少切分(使每一句中切出的词数最小);\u003C\u002Fp>\u003C\u002Fli>\u003Cli>\u003Cp>双向最大匹配法(进行由左到右、由右到左两次扫描);\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>上面四种字符匹配方法要算『双向最大匹配法』最为准确，由于汉语的特性，『逆向最大匹配法』比『正向最大匹配法』要更精确。\u003C\u002Fp>\u003Cp>pinyin-php采用的便是『逆向最大匹配法』。下面看个分词实例\u003C\u002Fp>\u003Cpre class=\"brush:plain;toolbar:false\">硕士研究生产\u003C\u002Fpre>\u003Cp>正向最大匹配法的结果会是『硕士研究生 \u002F 产』，而逆向最大匹配法利用逆向扫描，可得到正确的分词结果『硕士 \u002F 研究 \u002F 生产』。\u003C\u002Fp>\u003Cp>项目中有一个字词库，其实是我自己实现的一个hashtable，系统初始化的时候从字词库中读取汉字和词语以及其对应的汉语拼音。\u003C\u002Fp>\u003Cpre class=\"brush:plain;toolbar:false\">key,value\n一,yī\n丁,dīng\n七,qī\n万,wàn\n丈,zhàng\n三,sān\n上,shàng\n下,xià\n……\n阿Ｑ,āＱ\n阿爸,ābà\n阿鼻,ābí\n阿呆,ādāi\n阿弟,ādì\n阿爹,ādiē\n阿斗,ādǒu\n阿飞,āfēi\n阿哥,āgē\n……\u003C\u002Fpre>\u003Cp>假设hashtable中的key的最大长度为10个汉字，那么有一段文字，我首先从尾部开始截取10个汉字，放入buffer{10}中然后在hashtable中查buffer[1~10]，查到后就截取后续的10个汉字，未查到的话继续查字符串buffer[2~10]，未查到继续查buffer[3~10]，直到buffer[10]，例如若是在buffer[4~10]的时候查到了，则将buffer[1~3]退回段落的原处。匹配到的词直接总hashtable中读取其拼音如此便翻译出来了，若是查找不到则直接保持为原来的字符不变。\u003C\u002Fp>\u003Cpre class=\"brush:plain;toolbar:false\">分词就是将连续的字序列按照一定的规范重新组合成词序列的过程。\n\nparagraph\t\t\t\t\t\t\t\tbuffer\t\t\t\t\tsegments\n分词就是将连续的字序列按照一定的规范重新\t\t组合成词序列的过程。\n分词就是将连续的字序列按照一定的规范重\t\t新组合成词序列的过程\t\t\u002F。\n分词就是将连续的字序列按照一定的规\t\t\t范重新组合成词序列的\t\t\u002F过程。\n分词就是将连续的字序列按照一定的\t\t\t\t规范重新组合成词序列\t\t\u002F的\u002F过程。\n分词就是将连续的字序列按照一\t\t\t\t定的规范重新组合成词\t\t\u002F序列\u002F的\u002F过程。\n分词就是将连续的字序\t\t\t\t\t\t列按照一定的规范重新\t\t\u002F组\u002F合成词\u002F序列\u002F的\u002F过程。\n分词就是将连续的\t\t\t\t\t\t\t字序列按照一定的规范\t\t\u002F重新\u002F组\u002F合成词\u002F序列\u002F的\u002F过程。\u003C\u002Fpre>\u003Cp>如果想了解我是如何编码实现的，欢迎参阅我的项目pinyin-php(\u003Ca href=\"https:\u002F\u002Fgithub.com\u002Fduguying\u002Fpinyin-php\" _src=\"https:\u002F\u002Fgithub.com\u002Fduguying\u002Fpinyin-php\">https:\u002F\u002Fgithub.com\u002Fduguying\u002Fpinyin-php\u003C\u002Fa>)。\u003Cbr\u002F>\u003C\u002Fp>",{"id":17,"title":18,"uri":18,"author":9,"tags":19,"created_at":23,"view_count":24,"content":25},30,"第一次发布项目到maven中央库",[20,21,22],"maven","中央库","项目发布","2015-02-25 15:54:30",6112,"\u003Cp>昨天晚上决定将java版的gojapi发布到maven中央库上，于是多方查阅资料后开始动手，期间遇到不少问题，结果弄到很晚都没弄成功，直到今天上午才成功的将其上传成功。现记录一下。\u003C\u002Fp>\u003Cp>\u003Cstrong>用到软件：\u003C\u002Fstrong>\u003Cbr\u002F>maven\u003Cbr\u002F>gpg4win-vanilla-2.2.3.exe\u003C\u002Fp>\u003Cp>\u003Cstrong>参考文档：\u003C\u002Fstrong>\u003Cbr\u002F>\u003Ca href=\"http:\u002F\u002Fmy.oschina.net\u002Fhuangyong\u002Fblog\u002F226738#OSC_h3_11\" _src=\"http:\u002F\u002Fmy.oschina.net\u002Fhuangyong\u002Fblog\u002F226738#OSC_h3_11\">http:\u002F\u002Fmy.oschina.net\u002Fhuangyong\u002Fblog\u002F226738\u003C\u002Fa>\u003C\u002Fp>\u003Cp>\u003Cstrong>密钥对：\u003C\u002Fstrong>\u003Cbr\u002F>\u003C\u002Fp>\u003Cpre class=\"brush:bash;toolbar:false\"># 生成密钥对\ngpg --gen-key\n# 查看公钥\ngpg --list-keys\n# 将公钥发布到 PGP 密钥服务器\ngpg --keyserver hkp:\u002F\u002Fpool.sks-keyservers.net --send-keys 82DC852E\u003C\u002Fpre>\u003Cp>具体操作见参考文档。\u003C\u002Fp>\u003Cp>接下来就是修改配置和上传了，先不配置上传试试\u003Cbr\u002F>\u003C\u002Fp>\u003Cpre class=\"brush:bash;toolbar:false\">mvn clean deploy\u003C\u002Fpre>\u003Cp>\u003Cimg src=\"\u002F\u002Fduguying.oss-cn-qingdao.aliyuncs.com\u002F2015\u002F2\u002F25\u002Fmvn_401_error.png\" title=\"\" alt=\"mvn_401_error.png\"\u002F>\u003Cbr\u002F>401错误，未授权。接下来在mvn\u002Fconf\u002Fsetting.xml中填入用户名和密码。\u003Cbr\u002F>\u003C\u002Fp>\u003Cpre class=\"brush:xml;toolbar:false\"><servers>\n    <server>\n        <id>oss<\u002Fid>\n        <username>duguying<\u002Fusername>\n        <password>xxxxxxxx<\u002Fpassword>\n    <\u002Fserver>\n<\u002Fservers>\u003C\u002Fpre>\u003Cp>再次上传，只要pom.xml中的distributionManagement>repository>id与上面的id是一致的，便可上传成功。在oss管理的页面(\u003Ca href=\"https:\u002F\u002Foss.sonatype.org\" _src=\"https:\u002F\u002Foss.sonatype.org\">https:\u002F\u002Foss.sonatype.org\u003C\u002Fa>)close之后发现close失败。如下图\u003C\u002Fp>\u003Cp>\u003Cimg src=\"\u002F\u002Fduguying.oss-cn-qingdao.aliyuncs.com\u002F2015\u002F2\u002F25\u002Fmvn_oss_close_failed.png\" title=\"\" alt=\"mvn_oss_close_failed.png\"\u002F>\u003Cbr\u002F>按照上面提示，源码包缺失，文档包缺失，加密缺失，etc。这时应该在pom.xml的添加相关配置，下面是我完整的pom.xml文件\u003Cbr\u002F>\u003C\u002Fp>\u003Cpre class=\"brush:xml;toolbar:false\"><project xmlns="http:\u002F\u002Fmaven.apache.org\u002FPOM\u002F4.0.0" xmlns:xsi="http:\u002F\u002Fwww.w3.org\u002F2001\u002FXMLSchema-instance"\n         xsi:schemaLocation="http:\u002F\u002Fmaven.apache.org\u002FPOM\u002F4.0.0 http:\u002F\u002Fmaven.apache.org\u002Fxsd\u002Fmaven-4.0.0.xsd">\n    <modelVersion>4.0.0<\u002FmodelVersion>\n    <groupId>net.duguying.goj<\u002FgroupId>\n    <artifactId>gojapi<\u002FartifactId>\n    <version>0.0.2<\u002Fversion>\n    <packaging>jar<\u002Fpackaging>\n\t\n\t<name>goj judger client api<\u002Fname>\n    <url>https:\u002F\u002Fgithub.com\u002Fgojudge\u002Fgojapi-java<\u002Furl>\n    <description>here is goj judger client api for java<\u002Fdescription>\n    <inceptionYear>2015<\u002FinceptionYear>\n\n    <parent>\n        <groupId>org.sonatype.oss<\u002FgroupId>\n        <artifactId>oss-parent<\u002FartifactId>\n        <version>7<\u002Fversion>\n    <\u002Fparent>\n\n    <licenses>\n        <license>\n            <name>MIT License<\u002Fname>\n            <url>http:\u002F\u002Fopensource.org\u002Flicenses\u002FMIT<\u002Furl>\n            <distribution>repo<\u002Fdistribution>\n        <\u002Flicense>\n    <\u002Flicenses>\n\n    <distributionManagement>\n        <downloadUrl>https:\u002F\u002Foss.sonatype.org\u002Fcontent\u002Fgroups\u002Fpublic<\u002FdownloadUrl>\n        <repository>\n            <id>oss<\u002Fid>\n            <name>OSS Repository at sonatype<\u002Fname>\n            <url>https:\u002F\u002Foss.sonatype.org\u002Fservice\u002Flocal\u002Fstaging\u002Fdeploy\u002Fmaven2<\u002Furl>\n        <\u002Frepository>\n        <snapshotRepository>\n            <id>oss-sonatype-snapshots<\u002Fid>\n            <name>OSS Snapshot Repository at sonatype<\u002Fname>\n            <url>https:\u002F\u002Foss.sonatype.org\u002Fcontent\u002Frepositories\u002Fsnapshots<\u002Furl>\n        <\u002FsnapshotRepository>\n    <\u002FdistributionManagement>\n\n    <scm>\n        <connection>scm:git:git:\u002F\u002Fgithub.com\u002Fgojudge\u002Fgojapi-java.git<\u002Fconnection>\n        <developerConnection>scm:git:git@github.com:gojudge\u002Fgojapi-java.git<\u002FdeveloperConnection>\n        <url>https:\u002F\u002Fgithub.com\u002Fgojudge\u002Fgojapi-java<\u002Furl>\n        <tag>HEAD<\u002Ftag>\n    <\u002Fscm>\n\n    <profiles>\n        <profile>\n            <id>release<\u002Fid>\n            <build>\n                <plugins>\n                    <!-- Source -->\n                    <plugin>\n                        <groupId>org.apache.maven.plugins<\u002FgroupId>\n                        <artifactId>maven-source-plugin<\u002FartifactId>\n                        <version>2.2.1<\u002Fversion>\n                        <executions>\n                            <execution>\n                                <phase>package<\u002Fphase>\n                                <goals>\n                                    <goal>jar-no-fork<\u002Fgoal>\n                                <\u002Fgoals>\n                            <\u002Fexecution>\n                        <\u002Fexecutions>\n                    <\u002Fplugin>\n                    <!-- Javadoc -->\n                    <plugin>\n                        <groupId>org.apache.maven.plugins<\u002FgroupId>\n                        <artifactId>maven-javadoc-plugin<\u002FartifactId>\n                        <version>2.9.1<\u002Fversion>\n                        <executions>\n                            <execution>\n                                <phase>package<\u002Fphase>\n                                <goals>\n                                    <goal>jar<\u002Fgoal>\n                                <\u002Fgoals>\n                            <\u002Fexecution>\n                        <\u002Fexecutions>\n                    <\u002Fplugin>\n                    <!-- GPG -->\n                    <plugin>\n                        <groupId>org.apache.maven.plugins<\u002FgroupId>\n                        <artifactId>maven-gpg-plugin<\u002FartifactId>\n                        <version>1.5<\u002Fversion>\n                        <executions>\n                            <execution>\n                                <phase>verify<\u002Fphase>\n                                <goals>\n                                    <goal>sign<\u002Fgoal>\n                                <\u002Fgoals>\n                            <\u002Fexecution>\n                        <\u002Fexecutions>\n                    <\u002Fplugin>\n                <\u002Fplugins>\n            <\u002Fbuild>\n            <distributionManagement>\n                <snapshotRepository>\n                    <id>oss<\u002Fid>\n                    <url>https:\u002F\u002Foss.sonatype.org\u002Fcontent\u002Frepositories\u002Fsnapshots\u002F<\u002Furl>\n                <\u002FsnapshotRepository>\n                <repository>\n                    <id>oss<\u002Fid>\n                    <url>https:\u002F\u002Foss.sonatype.org\u002Fservice\u002Flocal\u002Fstaging\u002Fdeploy\u002Fmaven2\u002F<\u002Furl>\n                <\u002Frepository>\n            <\u002FdistributionManagement>\n        <\u002Fprofile>\n    <\u002Fprofiles>\n\n    <developers>\n        <developer>\n            <id>duguying<\u002Fid>\n            <name>duguying<\u002Fname>\n            <email>duguying2008@gmail.com<\u002Femail>\n        <\u002Fdeveloper>\n    <\u002Fdevelopers>\n\n    <properties>\n        <project.build.sourceEncoding>UTF-8<\u002Fproject.build.sourceEncoding>\n    <\u002Fproperties>\n\n    <dependencies>\n        <dependency>\n            <groupId>junit<\u002FgroupId>\n            <artifactId>junit<\u002FartifactId>\n            <version>3.8.1<\u002Fversion>\n            <scope>test<\u002Fscope>\n        <\u002Fdependency>\n\n        <dependency>\n            <groupId>org.apache.httpcomponents<\u002FgroupId>\n            <artifactId>httpclient<\u002FartifactId>\n            <version>4.4<\u002Fversion>\n        <\u002Fdependency>\n\t\t\n\t\t<dependency>\n            <groupId>org.apache.httpcomponents<\u002FgroupId>\n            <artifactId>httpcore<\u002FartifactId>\n            <version>4.4<\u002Fversion>\n        <\u002Fdependency>\n\t\t\n\t\t<dependency>\n            <groupId>commons-logging<\u002FgroupId>\n            <artifactId>commons-logging<\u002FartifactId>\n            <version>1.2<\u002Fversion>\n        <\u002Fdependency>\n\n        <dependency>\n            <groupId>org.json<\u002FgroupId>\n            <artifactId>json<\u002FartifactId>\n            <version>20131018<\u002Fversion>\n        <\u002Fdependency>\n    <\u002Fdependencies>\n\n<\u002Fproject>\u003C\u002Fpre>\u003Cp>有了profile里面的内容便可以解决上面的问题，不过要想上传成功必须保证\u003Cspan style=\"font-size: 12.5px;\">\u003Ccode>profiles>profile>distributionManagement>snapshotRepository>id\u003C\u002Fcode>和\u003C\u002Fspan>\u003Cspan style=\"font-size: 12.5px;\">\u003Ccode>profiles>profile>distributionManagement>repository>id\u003C\u002Fcode>同样与setting.xml里面的server>id是一致的。否则就会报401错误。最后如下命令发布\u003Cbr\u002F>\u003C\u002Fspan>\u003C\u002Fp>\u003Cpre class=\"brush:bash;toolbar:false\">mvn clean deploy -P release\u003C\u002Fpre>\u003Cp>\u003Cspan style=\"font-size: 12.5px;\">这篇文章并没有详细的介绍如何将自己的java项目发布到maven中央库，而是描述了我发布的过程中遇到的问题，若想从头学习如何发布建议参考黄勇的博文 \u003Ca href=\"http:\u002F\u002Fmy.oschina.net\u002Fhuangyong\u002Fblog\u002F226738\" _src=\"http:\u002F\u002Fmy.oschina.net\u002Fhuangyong\u002Fblog\u002F226738\">http:\u002F\u002Fmy.oschina.net\u002Fhuangyong\u002Fblog\u002F226738\u003C\u002Fa> 。\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"font-size: 12.5px;\">maven 上传中\u003Cstrong>可能遇到的一些问题\u003C\u002Fstrong>：\u003C\u002Fspan>\u003C\u002Fp>\u003Col class=\" list-paddingleft-2\" style=\"list-style-type: decimal;\">\u003Cli>\u003Cp>\u003Cspan style=\"font-size: 12.5px;\">gpg密钥丢失\u003Cbr\u002F>\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"font-size: 12.5px;\">我换了一台电脑或者重装系统之后原来的 gpg 密钥已经不复存在了咋办。不用担心，你可以重新生成新的gpg密钥并上传，使用新的 gpg 密钥是完全没有问题的。\u003Cbr\u002F>\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"font-size: 12.5px;\">\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"font-size: 12.5px;\">\u003C\u002Fspan>\u003C\u002Fp>\u003C\u002Fli>\u003Cli>\u003Cp>\u003Cspan style=\"font-size: 12.5px;\">gpg密钥上传后验证失败\u003Cbr\u002F>\u003C\u002Fspan>\u003C\u002Fp>\u003Cp>\u003Cspan style=\"font-size: 12.5px;\">使用 --send-keys 上传了密钥之后，使用 --recv-keys 获取失败，或者偶尔成功偶尔失败，导致上传 maven 中央库后 close 操作后的 gpg 自动验证失败。此时你可以上传几个网络比较稳定的验证服务器作为备用服务器，例如 hkp:\u002F\u002Fkeyserver.ubuntu.com 。具体 maven 中央库支持哪些 pgp 服务器，可以从 gpg 验证报错信息中得出。\u003C\u002Fspan>\u003C\u002Fp>\u003C\u002Fli>\u003C\u002Fol>\u003Cp>\u003Cspan style=\"font-size: 12.5px;\">\u003C\u002Fspan>\u003C\u002Fp>",{"title":27,"list":28},"最热文章",[29,35,41,47,53,59,65,71,77,83],{"id":30,"title":31,"uri":32,"author":9,"created_at":33,"view_count":34},28,"docker容器目录与主机目录同步","\u002Farticle\u002Fdocker容器目录与主机目录同步","2014-12-31 12:34:08",15573,{"id":36,"title":37,"uri":38,"author":9,"created_at":39,"view_count":40},21,"beego中使用fis","\u002Farticle\u002Fbeego中使用fis","2014-12-03 10:47:56",9253,{"id":42,"title":43,"uri":44,"author":9,"created_at":45,"view_count":46},20,"用github登录，oauth开发","\u002Farticle\u002F用github登录，oauth开发","2014-11-23 13:33:37",9115,{"id":48,"title":49,"uri":50,"author":9,"created_at":51,"view_count":52},18,"windows服务注册工具nssm","\u002Farticle\u002Fwindows服务注册工具nssm","2014-10-31 21:34:39",9054,{"id":54,"title":55,"uri":56,"author":9,"created_at":57,"view_count":58},49,"用latex排版中文书籍","\u002Farticle\u002F用latex排版中文书籍","2016-10-31 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