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PolyAnalyst是提取在成堆的自由文本和結(jié)構(gòu)化數(shù)據(jù)中的可操作知識(shí)的系統(tǒng)。無(wú)論您的數(shù)據(jù)來(lái)源、挑戰(zhàn)或技能水平如何，PolyAnalyst都是將數(shù)據(jù)轉(zhuǎn)化為有價(jià)值的業(yè)務(wù)洞察力的理想工具。
PolyAnalyst支持?jǐn)?shù)據(jù)分析過(guò)程的全部步驟，從數(shù)據(jù)加載和操作到高等文本和數(shù)據(jù)分析，再到自定義報(bào)告。
訪問(wèn)幾乎任意數(shù)據(jù)源，并合并來(lái)自不同來(lái)源的數(shù)據(jù)
通過(guò)強(qiáng)的數(shù)據(jù)清理操作將數(shù)據(jù)整理成形狀，例如輸入缺失值和更正拼寫(xiě)錯(cuò)誤
從廣泛的統(tǒng)計(jì)和機(jī)器學(xué)習(xí)算法中進(jìn)行選擇，其中包含多種自然語(yǔ)言處理工具
創(chuàng)建令人驚嘆的報(bào)告，總結(jié)和傳達(dá)您的見(jiàn)解
文本分析功能
可對(duì)數(shù)據(jù)表或單個(gè)文檔進(jìn)行操作的可自定義拼寫(xiě)錯(cuò)誤更正
可定制的實(shí)體提取
自動(dòng)語(yǔ)言檢驗(yàn)和語(yǔ)言分類(lèi)
強(qiáng)的查詢(xún)語(yǔ)法
情緒分析
詞典處理、詞法處理和語(yǔ)義處理
數(shù)十種多語(yǔ)言詞典
無(wú)縫分析文本數(shù)據(jù)點(diǎn)和結(jié)構(gòu)化數(shù)據(jù)點(diǎn)
End-to-End數(shù)據(jù)處理
PolyAnalyst優(yōu)勢(shì)之一是它能夠?qū)⑼ǔ７植荚诙鄠€(gè)軟件系統(tǒng)中的技術(shù)結(jié)合在一起。功能被組織到一個(gè)統(tǒng)一的工具套件中。
通過(guò)簡(jiǎn)單的拖放界面構(gòu)建多步數(shù)據(jù)操作、清理和分析場(chǎng)景
使用強(qiáng)的語(yǔ)言和語(yǔ)義分析引擎，結(jié)合機(jī)器學(xué)習(xí)和統(tǒng)計(jì)技術(shù)
安排創(chuàng)建的分析解決方案以自動(dòng)執(zhí)行并與外部系統(tǒng)集成
機(jī)器學(xué)習(xí)和模型豐富
感知器神經(jīng)網(wǎng)絡(luò)、卷積神經(jīng)網(wǎng)絡(luò)、赫布神經(jīng)網(wǎng)絡(luò)
決策樹(shù)、Decision Forest、SVM等分類(lèi)算法
聚類(lèi)算法
線性回歸等預(yù)測(cè)模型
從自由文本中提取情感、關(guān)鍵詞、實(shí)體和關(guān)系，并進(jìn)行文檔分類(lèi)和聚類(lèi)
對(duì)結(jié)構(gòu)化數(shù)據(jù)運(yùn)行預(yù)測(cè)建模、分類(lèi)、親和力分組和時(shí)間序列分析
可視化
創(chuàng)建自定義圖形報(bào)告，為非技術(shù)用戶(hù)匯總分析結(jié)果
及時(shí)向數(shù)百名決策者提供基于瀏覽器的交互式報(bào)告
只需單擊鼠標(biāo)即可過(guò)濾任意屬性組合的結(jié)果
從任意地方導(dǎo)入數(shù)據(jù)
不斷增添新的數(shù)據(jù)源，并將與您合作以確保PolyAnalyst可以處理您的數(shù)據(jù)，無(wú)論其格式如何。以下是部分列表：OLE DB、ODBC、Microsoft Office、PDF、OCR、網(wǎng)頁(yè)、電子郵件、XML、JSON、FaceBook、Twitter提要、CSV和平面文件、文檔文件夾。
數(shù)據(jù)導(dǎo)入后，可以與來(lái)自其他格式的數(shù)據(jù)一起自由使用。例如，您可以輕松的將Microsoft Excel電子表格與表示電子郵件集合的數(shù)據(jù)集連接在一起。
【英文介紹】
PolyAnalyst is the leading system for extracting actionable knowledge hidden in piles of free text and structured data. Whatever your data source, challenge, or skill level, PolyAnalyst is the tool of choice for turning data into valuable business insight.
Access nearly any source of data, and merge data from different sources
Whip dirty data into shape with powerful data cleansing operations, such as imputing missing values and correcting spelling errors
Choose from a broad selection of statistical and machine-learning algorithms, replete with several cutting-edge natural language processing tools
Create stunning reports that summarize and communicate your insight
Text Analytics Features
Customizable spelling error correcion that can operate on tables of data or individual documents
Customizable Entity Extraction
Automated language detection and language classification
Powerful query syntax
Sentiment analysis
Lexicographical processing, morphological processing, and semantic processing
Tens of dictionaries in multiple languages
Seamlessly analyze text data points together structured data points
End-to-end Data Processing
One of Polyanalyst's greatest strengths is its ability to tie together technology that is normally distributed over several software systems . Functionality is organized together into a unified suite of tools.
Build multi-step data manipulation , cleansing and analysis scenarios through a simple drag-and-drop interface
Use powerful linguistic and semantic analysis engines combined with machine learning and statistical techniques
Schedule the created analvtical solutions for automated execution and integrate with external systems
