客戶信息的整合與運(yùn)用

教學(xué)目的掌握客戶數(shù)據(jù)、客戶信息和客戶知識(shí)的關(guān)系及其在數(shù)據(jù)倉(cāng)庫(kù)中的過(guò)程熟悉解數(shù)據(jù)倉(cāng)庫(kù)的定義、特征、類型、技術(shù)結(jié)構(gòu)了解面向系統(tǒng)的數(shù)據(jù)倉(cāng)庫(kù)設(shè)計(jì)開(kāi)發(fā)流程以及避免數(shù)據(jù)倉(cāng)庫(kù)建設(shè)項(xiàng)目失敗的措施熟悉數(shù)據(jù)挖掘的定義、發(fā)展方向及其基本任務(wù)了解數(shù)據(jù)挖掘的技術(shù)、算法和技術(shù)視角的流程了解在中利用數(shù)據(jù)挖掘所形成的商業(yè)價(jià)值熟悉知識(shí)發(fā)現(xiàn)的定義和過(guò)程熟悉的定義、特征及其基本操作分析教學(xué)重點(diǎn)客戶數(shù)據(jù)、客戶信息和客戶知識(shí)的關(guān)系及其在數(shù)據(jù)倉(cāng)庫(kù)中的過(guò)程數(shù)據(jù)倉(cāng)庫(kù)、數(shù)據(jù)挖掘、知識(shí)發(fā)現(xiàn)和的概念教學(xué)難點(diǎn)數(shù)據(jù)倉(cāng)庫(kù)的技術(shù)結(jié)構(gòu)數(shù)據(jù)挖掘的技術(shù)、算法和技術(shù)視角的流程第章客戶信息的整合與運(yùn)用知識(shí)發(fā)現(xiàn)與CRM客戶信息、信息技術(shù)與CRM1CRM系統(tǒng)和數(shù)據(jù)倉(cāng)庫(kù)23CRM系統(tǒng)中的數(shù)據(jù)挖掘4聯(lián)機(jī)信息分析處理與客銳戶婚信回息濕、妻信庭息若技須術(shù)云與客說(shuō)戶功信素息讀概霜述.覆客褲戶縣信煎息魄、瞞客批戶曲數(shù)凡據(jù)央與篩客租戶根知掉識(shí)信息知識(shí)加工過(guò)的數(shù)據(jù)簡(jiǎn)單給出事實(shí)、清晰明了的、簡(jiǎn)單的、結(jié)構(gòu)化的、方便的、以正式方式書(shū)寫(xiě)的通過(guò)精簡(jiǎn)、校正、整理、計(jì)算相關(guān)數(shù)據(jù)獲得不具有所有者獨(dú)立性，由信息系統(tǒng)掌握，大量數(shù)據(jù)處理的主要來(lái)源從數(shù)據(jù)演化而來(lái)，形成數(shù)據(jù)庫(kù)、手冊(cè)和文件等正式的、點(diǎn)滴積累的、說(shuō)明性的、易于形成、可重復(fù)應(yīng)用的形式動(dòng)態(tài)數(shù)據(jù)可隨意組合并用于預(yù)測(cè)性決策，沒(méi)有完全結(jié)構(gòu)化，模糊的、直覺(jué)的、難以溝通和表達(dá)的存在于人們之間的聯(lián)系、談話及基于經(jīng)歷與體驗(yàn)的直覺(jué)中，反映在人們的比較情境和處理問(wèn)題的能力之中取決于所有者和需要信息渠道等預(yù)測(cè)、設(shè)計(jì)、計(jì)劃、診斷和直覺(jué)判斷的主要資源在集體智慧中形成并在集體中共享，隨著經(jīng)歷與成敗而演化，需要日積月累地通過(guò)經(jīng)歷積淀而成表脊信驚息熊與掏知個(gè)識(shí)嘗的喬比松較補(bǔ)抓充扯內(nèi)臂容煤：閘數(shù)坑據(jù)掩、袋信政息恩、齒知遷識(shí)律的聰聯(lián)疑系蓄和質(zhì)區(qū)毛別數(shù)倚據(jù)數(shù)享?yè)?jù)黎是振知呈識(shí)亭階導(dǎo)層際中委最辮底偷層彩也社是勵(lì)最毫基公礎(chǔ)掩的映一布個(gè)關(guān)概箱念炮；飼數(shù)障據(jù)唇是駕形掘成扎信燒息釣，狂知仁識(shí)傳和壩智進(jìn)慧怒的唯源軍泉數(shù)孕據(jù)陶是灶對(duì)目現(xiàn)珠實(shí)暫生遣活者的沃理蝴性姨描涌述拒，帥盡豪可圓能索地月從曾數(shù)險(xiǎn)量拜上更反鞠映絕現(xiàn)兩實(shí)納世痰界登；艱也形包喜括傷匯所總巷、戚排偉序催、撿比撓例算、幅等崗等暑處石理數(shù)燈據(jù)比泛握指鳴對(duì)笨客鋸觀杠事鄭物疫的厭數(shù)曬量叫、揚(yáng)屬番性穴、憑位幅置拴及揉其椒相沒(méi)互蘇關(guān)狡系盈的徹抽久象粥表呀示無(wú)，味以驕適玩合費(fèi)于棄用孟人歇工嘴或遣自得然巨的距方乓式脈進(jìn)私行愚保冠存趣、庭傳乏遞鍵和峰處的理例青如豆，返水洲的依溫畜度距是惑℃時(shí)，宜禮肥物扇的物重乞量膜是睬克旅，當(dāng)木晨頭宿的味長(zhǎng)味度征是鹽米句，唯大蝴樓擾的斧高浮度可時(shí)煉層通。蓬在閥這兩些仔表坊述泡中版：汪水竭，濃溫籮度靈，裳℃部，外禮字物凳，割重恒量槽，訪克飄，鎮(zhèn)木塘頭夢(mèng)，趙長(zhǎng)諸度掠，保米沾，根大頃樓鵲，糠高膽度貼，梅層棋就承是痕數(shù)莖據(jù)覽，誕通牌過(guò)帶這卵些各數(shù)古據(jù)蒸的元描型述策我洞們恐的哪大障腦絞里往形劑成董了添對(duì)接客逼觀剃世蕉界真的挎清裹晰成印秤象信紋息從陵自擔(dān)然樣現(xiàn)項(xiàng)象碧和抄社龜會(huì)亡現(xiàn)殊象階中慚搜企集碼的牙原信始咐材暮料太是酒數(shù)帖據(jù)復(fù)，丈根耐據(jù)籌使詢用強(qiáng)數(shù)夾據(jù)叫人迫的叛目達(dá)的瞧按增一紫定從的泥形絨式翻加胃以肚處址理床，煮找誰(shuí)出憶其將中看的煩聯(lián)剩系裝，摧就喪形霞成錢(qián)了梳信諒息信付息查＝返數(shù)繩據(jù)暗＋榮處犧理染，賽這撤個(gè)邁公許式鞏符熱合煉我許們憲的錢(qián)思話路脾，院但帝我射們久認(rèn)郊為稠它倚還精不儉夠糟完攤整瞇。啊信對(duì)息姥事困實(shí)雨上煉還居包鉤括斗有湯一四個(gè)幣非燭常怪重構(gòu)要濱的靜特碑性擇—獅時(shí)快效綠性呢。頑例渣如每新垂聞燥說(shuō)渴北陵京午氣櫻溫他攝經(jīng)氏索度千，云這閑個(gè)嫂信之息江對(duì)膜我揪們垂是玻無(wú)真意呢義壁的退，梨它歷必貍須宰加到上房誠(chéng)今愉天謀或蹈明怕天嘆北伙京駛氣涉溫金攝肉氏匠度蕉。抓再饞例茂如罪通脆告叉說(shuō)青，拌在呼會(huì)鐮議攀室厭三釘樓韻開(kāi)貪會(huì)括，老這粉個(gè)淺信完息清也刃是深無(wú)針意見(jiàn)義碌的綠，緣瑞他密必療須飾告折訴陸我貍們蟲(chóng)是休哪抗天渣的育幾秩點(diǎn)叔鐘藝在丑會(huì)強(qiáng)議頸室搖三價(jià)樓講開(kāi)董會(huì)辮。澆注癢意淘信褲息遠(yuǎn)的如時(shí)叮效歸性謠對(duì)婚于亂我厚們起使田用蚊和葛傳就遞健信慘息芳有聲重沒(méi)要串的雄意漏義償。稻它濾提秒醒產(chǎn)我蛇們逝失龍去款信液息涌的省時(shí)欄效孟性縮慧，帥信光息辮就效不詠是簡(jiǎn)完南整默的足信激息友，惱甚持至險(xiǎn)會(huì)款變圍成鋼毫暴無(wú)粱意卸義來(lái)的產(chǎn)數(shù)校據(jù)袖流鳳。理所兔以賭我柜們翠認(rèn)駁為佳信防息鏈?zhǔn)莿t具田有層時(shí)鐵效織性訂的希有鞠一流定獅含網(wǎng)義朵的軌，音有虧邏俊輯雜的餃、架經(jīng)竭過(guò)距加煎工勇處抱理配的捧、修對(duì)燭決涼策忌有陶價(jià)悄值雨的貍數(shù)炒據(jù)教流撕。蛾信姜息嫂＝塊數(shù)釘據(jù)姜＋業(yè)時(shí)將間罪處竊理雷。知疾識(shí)知銀識(shí)站是匙讓為從韻定狹量焰到青定般性螺的顧過(guò)勒程儀得術(shù)以戰(zhàn)實(shí)稅現(xiàn)倆的慰、削抽逐象萄的友、鄰邏鹽輯記的泳東褲西驚。緞知增識(shí)融是機(jī)需異要兩通映過(guò)踐信督息械使疫用緞歸傷納胖、蔽演幼繹乒得鹽方祝法圍得雜到激。貪知退識(shí)尸只蕉有者在掏經(jīng)僑過(guò)匠廣騾泛鋼深扇入田地耐實(shí)難踐己檢皆驗(yàn)便，鼓被致人冤消寨化喝吸茫收候，經(jīng)并州成邊為網(wǎng)了宗個(gè)恒人想的鴨信惡念碰和頑判陜斷發(fā)取圍向摔之廈后降才族能惜成少為污知目識(shí)從。信度息歷雖歷給廢出踩了小數(shù)優(yōu)據(jù)理中小一別些輔有局一栗定吹意赤義涂的堡東祥西旁，腫但忍它霉往疼往暈會(huì)驅(qū)在牙時(shí)與間曬效敬用課失秤效鄙后墨價(jià)命值北開(kāi)已始伍衰青減為，紡只俱有廣通率過(guò)汽人勒們或的港參蒙與鉆對(duì)松信疼息壁進(jìn)絲式行決歸胃納絞，昏演姑繹白，管比工較結(jié)等漠手述段疼進(jìn)蠻行棗挖違掘爭(zhēng)，媽使保其須有透價(jià)莖值搭的初部赤分具沉墻淀遵下收來(lái)當(dāng)，翼并墊于巨已脂存逮在蔥的塞人急類拿知獵識(shí)報(bào)體共系紛相予結(jié)加合炊，益這獻(xiàn)部嚷分航有探價(jià)泊值慌的奪信稈息棍就怕轉(zhuǎn)闖變輪成見(jiàn)知獎(jiǎng)識(shí)鞏。餡例勤如栽，棟北紗京及月右日給氣陳溫賓為都度越，冶在怎月云日啦氣關(guān)溫稅為啦度風(fēng)。劈燕這捎些枯信橋息賊一新般低會(huì)薪在物時(shí)盤(pán)效舟性礎(chǔ)消攻失汁后京，荒變香得浪沒(méi)印有座價(jià)暫值掛，勢(shì)但太當(dāng)湖人右們摸對(duì)遣這繩些野信蠢息染進(jìn)若行皆歸網(wǎng)納華和沫對(duì)繳比緩就怕會(huì)惜發(fā)市現(xiàn)盡北莫京貸每壁年院的衣月外氣捏溫攻會(huì)逆比悠較可高但，派月聽(tīng)氣線溫懼比染較僅低受，撫于宵是盒總腦結(jié)位出梁一橫年楊有氏春胖夏鋪秋掩冬舅四菌個(gè)園季清節(jié)潔，編有瘋價(jià)娛值葵的農(nóng)信秒息哄沉筋淀伯并扶結(jié)值構(gòu)摧化蹄后更就抹形供成物了遙知活識(shí)擺。.嫌客姑戶跪信縫息盜的采類訓(xùn)型在危中飾，包按帽照御客驚戶需信忙息收來(lái)杏源隆的予不到同牧，跳可記以非將康客援戶客信磨息塔分缸為疾種描餅述凈客淺戶濱是威誰(shuí)載的球信晝息描脫述椒對(duì)搖客制戶誼進(jìn)根行然營(yíng)史銷塌或閥者劍促譽(yù)銷擋活湖動(dòng)體的且信升息非，憶主欣要鈴包賀括孤市亮場(chǎng)亮活塔動(dòng)端的臭類麗型督、顧預(yù)捏算仇或鬼描棕述秩等描冰述頌客策戶千與巴企江業(yè)始交融易旅的煌信族息重，稱主亂要運(yùn)是基過(guò)毀程茅信烤息俯與屆結(jié)者果霉信憤息儲(chǔ)的糞結(jié)紫合上蒼述變這則些哲信帳息君可鎮(zhèn)能愛(ài)是原客可戶倆直浮接翼或著間脆接羽告澤訴水給酷服圈務(wù)側(cè)人廢員炊的暴，逗也您可想能溪是頃從證信取息什服孔務(wù)蛇提垂供拿商腸那型里岡購(gòu)族買(mǎi)會(huì)的傍，窩還頂有猾可乓能堵是魔企聽(tīng)業(yè)拍員押工懲利窯用徹技策術(shù)善從臂網(wǎng)導(dǎo)絡(luò)霞中澆獲貫取隊(duì)的這垮些子客廣戶俊信績(jī)息睡為競(jìng)未旱來(lái)沿進(jìn)疾行貍客職戶鏟細(xì)業(yè)分槳、位客領(lǐng)戶么價(jià)韻值廣的庸確常定燦、投客轟戶防生謎命夕周確期嗓的測(cè)管集理頂和梅客序戶足忠佛誠(chéng)泊計(jì)阻劃掩提隙供若了躁保債證.蓋客珠戶扮信遣息覽的獄重置要?jiǎng)⑿在w說(shuō)膀明客懷戶誕信徒息濟(jì)質(zhì)面量針低歇下炸的本危毅害燭性儲(chǔ)帶存歡和新管暮理虹重富復(fù)站資閉料叢的兵高剖額邀成繼本無(wú)不法閱有竟效限地?fù)?、?zhēng)準(zhǔn)六確負(fù)地禮處簡(jiǎn)理引客打戶周聯(lián)澡系拆和詳活炎動(dòng)對(duì)且客動(dòng)戶顧目免前拍和庸?jié)撛Ｔ邴惖膽M價(jià)弄值鹽，申以夕及爽過(guò)鋼去富已騰經(jīng)止發(fā)弓生錦和滲未及來(lái)窄可教能深發(fā)謠生圍的惰行燃為釣和穗要蟻求臥無(wú)碑法原進(jìn)佛行寶深楚刻證分螺析無(wú)控法陡適延當(dāng)解地姜?jiǎng)濅z分劍和事描牌述倆客械戶們，巨從顏而臘也舉就催無(wú)口法將針至對(duì)梢不絕同濾的耀客栽戶盼群雕提劣供戶不賓同巖的慎服慌務(wù)客疼戶屈信包息均對(duì)小客唐戶委管盆理財(cái)系慎統(tǒng)臨的奸重朽要章性受薯客溝戶雀信鋼息以水漏平貼影棄響潤(rùn)最東大歲的呢個(gè)全領(lǐng)延域建（煌麥?zhǔn)莿P職恩鈔）一登是采開(kāi)嚴(yán)辟飽新困的轟分修銷杠渠欣道噴、斤關(guān)猶閉春舊捏的毯分默銷閘渠刺道犧及雞重登新鼠部首署艘現(xiàn)脂有丈的懂分制銷疼渠池道頌等奶決葛策二百是霜事號(hào)半羨功迎倍甲的雪能積力凱—判—他用部更棒少史的民員遺工冒為搖更灘多潤(rùn)的無(wú)客敘戶奴服舌務(wù)三閱是懇提爹高盟銷籮售賤和憂營(yíng)磚銷反活設(shè)動(dòng)唇的芽效榨率坑，倚并民以壺較鹽低籍的壩成天本侵實(shí)版現(xiàn)它相年同碰的搖市冰場(chǎng)脈效曬率四游是融如誦何趙依場(chǎng)據(jù)琴客酷戶鄰需億求幕分鴨配忽寶摘貴社的房誠(chéng)客皇戶哥服繳務(wù)勉資幼源象，館從害而翅提席高導(dǎo)客番戶腐服里務(wù)羅水時(shí)平.呼客抵戶海信堵息隆對(duì)暮其飯他姻管珍理做活籮動(dòng)泡的鍵影短響減匹少犬外群部浴采蜂購(gòu)悶的抄需雜求對(duì)朋不衡斷南變紀(jì)化焦的庸經(jīng)惹營(yíng)糖環(huán)贊境兆的虎反策應(yīng).抗客鍬戶仍數(shù)圓據(jù)察—剖客欠戶榮信草息雙—誘客玻戶軍知遇識(shí)呼叫中心網(wǎng)上交流電子郵件傳真直接接觸OLAP數(shù)據(jù)挖掘運(yùn)營(yíng)分析市場(chǎng)專家知識(shí)發(fā)現(xiàn)數(shù)據(jù)倉(cāng)庫(kù)客戶數(shù)據(jù)客戶信息客戶知識(shí)圖9-1客戶數(shù)據(jù)—客戶信息—客戶知識(shí)過(guò)程圖補(bǔ)水充屠內(nèi)縣容縱：壇客房誠(chéng)戶走信廊息辰的閣來(lái)清源中奧的甜信品息縱技娃術(shù)截介難紹數(shù)嶼據(jù)礎(chǔ)庫(kù)認(rèn)管佛理爛系煩統(tǒng)兔（曬，葉）客領(lǐng)戶剪服第務(wù)西代賣(mài)表闖與甲存榆儲(chǔ)劈燕于破計(jì)蹤蝶算疏機(jī)外中斑的繭數(shù)蕉據(jù)宴之血間責(zé)的緊軟泊件幼界昨面旨，歲就欠是歪數(shù)惡據(jù)袖庫(kù)煙管賊理孝系羅統(tǒng)對(duì)早于臺(tái)任糧何黨重美要后的擾系哲統(tǒng)棒而衫言曾，夕好墓的鳥(niǎo)都恭是櫻必多不糕可償少我的數(shù)鉤據(jù)或倉(cāng)報(bào)庫(kù)它鳴能戲使犯客惰戶洗服敲務(wù)做代滔表遺、唐呼稈叫設(shè)中職心被經(jīng)株理株、爐管迎理階人識(shí)員枕和嗓其鍋他己得斬到沿授督權(quán)世的振個(gè)株體趴或摩實(shí)噴體帽接娃觸眾各重種旋信摧息數(shù)慨據(jù)醉挖少掘數(shù)示據(jù)喚挖膝掘藍(lán)軟叼件第支惕持遞從拿貌殖似疲無(wú)艘關(guān)史的淚大染量克數(shù)通據(jù)焰中湯挖災(zāi)掘釘出鮮有廈用種數(shù)皂?yè)?jù)而的摘工莊作數(shù)換據(jù)張挖根掘則通稿過(guò)誤確胖定郊數(shù)冊(cè)據(jù)偉間貓的昂關(guān)川系窗和屯關(guān)姓聯(lián)笨來(lái)窮工系作數(shù)先據(jù)課挖樣掘投的召結(jié)須果晨利主于羊促抵銷超，慰如另識(shí)但別凳客胡戶獅的央喜臨好決犬策逮支河持決刑策曬支汽持密軟根件嚇包底含孫使雞用厭電看話車中舒心關(guān)經(jīng)刮理慰和廁公狀司餡領(lǐng)敲導(dǎo)廁能撐回灰顧明和占利蒼用決數(shù)掙據(jù)洲以拉作擁出映更款好辯決椒策窮的基軟易件兼工違具從碑簡(jiǎn)屬單鴿的傳電秘子裝表嬸格絹程沉序曠，字到者復(fù)麗雜品的施圖牽形粘界違面抗的偏過(guò)尖程魯模它擬聽(tīng)器電稍子心郵仍件系攝統(tǒng)朋中盡的巷信恒息腎技舞術(shù)為的弦應(yīng)額用.濾數(shù)艱據(jù)幻玉倉(cāng)攀庫(kù)敵的仆應(yīng)鑒用數(shù)敵據(jù)把倉(cāng)柔庫(kù)模技港術(shù)系能蒼比踩較溉好塑地婚解饞決餅來(lái)遣自悠銷座售顆、樓市辦場(chǎng)稍、膊制取造霧、移庫(kù)盲存限和載客溪戶屈服酬務(wù)適等稿部兄門(mén)截的匙分勝散奇數(shù)貿(mào)據(jù)克提偶取肢和只問(wèn)貝題正處凡理晃，晨從劈燕而坡達(dá)尋到藝更乎好悲地有了巨解灶客果戶窩，疤更泡方眼便拌地濟(jì)提薪供淚服喊務(wù)淋的蚊目壯的.虛數(shù)駛據(jù)圓挖購(gòu)掘狂技夸術(shù)嫌的驢應(yīng)里用數(shù)炊據(jù)旅挖辜掘古是妖一沒(méi)門(mén)嘴廣漠義打的境交襖叉女科垃學(xué)故，駕包帆括捷了襯數(shù)計(jì)據(jù)隊(duì)庫(kù)即、便人墻工跨智豆能嬸、沾數(shù)把據(jù)午統(tǒng)阻計(jì)根和嫁并御行屑計(jì)纖算您等看方扒面喚的支技肝術(shù)數(shù)霸據(jù)批挖診掘穗能桃夠極幫辦助嚇企庭業(yè)創(chuàng)確猴定礦客錦戶名的古特具點(diǎn)顛，肥從礦而滿可利以少為陽(yáng)客蠢戶牲提退供毅有很針目對(duì)遠(yuǎn)性暖的宜服故務(wù)系告統(tǒng)玩和踏數(shù)曲據(jù)刮倉(cāng)嬸庫(kù)數(shù)競(jìng)據(jù)蘇倉(cāng)弦?guī)煊浚?，什）托概媽?寸數(shù)戒據(jù)蔽庫(kù)所技嫌術(shù)稻的糠發(fā)五展數(shù)說(shuō)據(jù)景庫(kù)改系困統(tǒng)耽是顯數(shù)壘據(jù)忙庫(kù)恥和坦數(shù)澡據(jù)垂庫(kù)烤管離理專系胞統(tǒng)應(yīng)的武總目稱年昂，幣研逢制綿出栗信彩息副管砍理悠系陣統(tǒng)年江，稱美腿國(guó)吊數(shù)避據(jù)辱系票統(tǒng)喪語(yǔ)姜言膊委盜員仇會(huì)溉的棉數(shù)縣據(jù)政庫(kù)強(qiáng)任撈務(wù)懲組俊提幼出窮了塑網(wǎng)乎絡(luò)絨數(shù)尚據(jù)狐庫(kù)窩模殖型破的招數(shù)占據(jù)昨規(guī)土范爐，召于鑄年坦發(fā)庸表賄了個(gè)報(bào)織告疲，獲正惠式活確貞定武了輪數(shù)鐵據(jù)居庫(kù)耐設(shè)曲計(jì)流的羞網(wǎng)解絡(luò)籠方蛛法年液，品提睛出癢了膠數(shù)喊據(jù)臉庫(kù)銳關(guān)賣(mài)系喘模趣型碼，充開(kāi)孔創(chuàng)嫌了吊數(shù)床據(jù)技庫(kù)床的杠關(guān)土系悄方凈法肝和嚼數(shù)狹據(jù)創(chuàng)庫(kù)掠規(guī)判范雅化跡理察論杏的底研殼究年罩代憤后盯，餐關(guān)漏系導(dǎo)型襪數(shù)沖據(jù)忍庫(kù)啄理帖論棟得敏到被空頁(yè)前獸廣柄泛深的護(hù)應(yīng)鴉用年既代變數(shù)刑據(jù)常庫(kù)雨技狼術(shù)公并益沒(méi)籠有牽出泛現(xiàn)栽革稈命推性攀的案創(chuàng)籍新.伯?dāng)?shù)呀據(jù)站倉(cāng)栗庫(kù)盤(pán)的駱提捷出星、撒發(fā)喂展徹與德興扣起世吧紀(jì)貝年宴代乓中負(fù)后織期統(tǒng)出銷現(xiàn)但數(shù)觀據(jù)姑倉(cāng)蛾庫(kù)回思牙想恨的盟萌振芽工，冬從態(tài)而黃為矛數(shù)蟲(chóng)據(jù)粉倉(cāng)故庫(kù)回概懷念質(zhì)的告最燭終宮提訂出萬(wàn)和帖發(fā)弓展膊打欄下煙了亂基建礎(chǔ)年卷，餡.油.乘在置其化里指程趣碑村式畝的烘《律建終立蝴數(shù)剖據(jù)斗倉(cāng)件庫(kù)綱》巧一充書(shū)孤中變提瓶出仗了刑“辦數(shù)制據(jù)貪倉(cāng)次庫(kù)街（產(chǎn)）哪”糧的阿概伯念資，點(diǎn)數(shù)劉據(jù)達(dá)倉(cāng)捕庫(kù)顛的顛研亭究單和獻(xiàn)應(yīng)壓用畜從頑此糠得眨到父了潤(rùn)廣疼泛蝦的錫關(guān)個(gè)注數(shù)刊據(jù)漿倉(cāng)都庫(kù)者的守定躍義革、挪特毒征層與幕類恩型.引定劉義（板）鋤認(rèn)該為憲，繭數(shù)綠據(jù)臭倉(cāng)舉庫(kù)餐是羊面詠向滾主泰題斤的胖、凳集近成助的磁，洞是倒隨仁時(shí)第間苦推庸移所而執(zhí)發(fā)醉生樣變?yōu)榛尩母臄?shù)壇據(jù)年集再合瓜，饒可禁用佳來(lái)鞋支建持偽管冰理銳決嬸策面驚向扶主利題集匹成荷的失數(shù)陳據(jù)經(jīng):并從聞分嗓散汗的漲子皮系政統(tǒng)疏中督提駁取排，開(kāi)但田不定是凡簡(jiǎn)歐單損拷案貝岸，串而缺是冰經(jīng)碎過(guò)鵝統(tǒng)鎖一琴、都綜睬合數(shù)膊據(jù)捷對(duì)柴最尼終企用樹(shù)戶義而假言雖只紅讀責(zé)：趴不征可深更徐改數(shù)欄據(jù)慰隨施時(shí)扔間壤不灘斷與變恐化用訓(xùn)于棵支槐持勸管假理利決臭策公陣司柱：醉數(shù)吉據(jù)扔倉(cāng)宜庫(kù)必把怎分栽布照在箱企盡業(yè)和網(wǎng)絲式絡(luò)求中尚的湯不悟同巾“飯信燭息采孤尿島映”神中踏的燥業(yè)亡務(wù)漢數(shù)段據(jù)罷集數(shù)成串到洋一敗起垮，舌存扇儲(chǔ)遇在閱單笑一綠的訂集炒成池關(guān)醉系填型桃數(shù)肢據(jù)筐庫(kù)編中未；字利茫用盛這等種件集罵成損信司息限，句可肥方平便刪用扒戶撒對(duì)湖信窯息晴的好訪音問(wèn)蓬，羅更悔可愁使其決煎策沉人套員穴對(duì)沾一爹段宏時(shí)閱間憲內(nèi)躍的量歷溫史晝數(shù)序據(jù)陵進(jìn)乎行職分墳析親，征研糕究西事托物乞發(fā)井展普趨夏勢(shì)：恭一斤種橋管突理粘技栽術(shù)甲，妻旨朽在俯通調(diào)過(guò)鵲通便暢嘗、曾合輛理叫、冷全跑面坐的孝信融息辱管喚理領(lǐng)，安達(dá)鴉到和有暢效岸的動(dòng)決鄉(xiāng)豐策井支耐持受。數(shù)疾據(jù)撿庫(kù)窯與柔數(shù)釋據(jù)貌倉(cāng)拔庫(kù)賣(mài)：俱以掛銀民行尼業(yè)園為陽(yáng)例數(shù)曲據(jù)臟庫(kù)互是戚事承務(wù)覆系射統(tǒng)棚的季數(shù)供據(jù)若平變臺(tái)宣，致客滑戶紐奉在訪銀木行刮做榴的賣(mài)每蛇筆風(fēng)交嫩易隸都華會(huì)隆寫(xiě)輛入禿數(shù)晃據(jù)謀庫(kù)尊，蠟被坑記包錄蠶下混來(lái)府，降可蝴以判簡(jiǎn)腿單姻地墳理陳解演為搖用覽數(shù)變據(jù)慚庫(kù)既記割帳殲。肝數(shù)退據(jù)珍倉(cāng)惡庫(kù)付是庫(kù)分身析求系磁統(tǒng)灑的超數(shù)筍據(jù)保平豎臺(tái)拆，修它腸從頑事喇務(wù)曬系泳統(tǒng)漿獲薦取傳數(shù)羨據(jù)唐，咱并妖做宏匯駁總敘、文加摘工轎，潤(rùn)為懇決請(qǐng)策擦者悟提刑供自決悉策幟的羅依棉據(jù)恩。鋪比盼如洲，薪某地銀燈行驚某助分就行戀一市個(gè)棄月惕發(fā)挪生晶多蹤蝶少譜交秤易犬，第該虛分粱行等當(dāng)煙前湖存汪款嫁余捧額毒是掀多卵少丘。委如嚴(yán)果濕存及款提又抽多池，拆消遲費(fèi)弱交款易元又捎多貪，束那擾么頂該馳地棒區(qū)悼就板有古必濫要滾設(shè)涌立籌了邁。顯擊然顧，俯銀詞行價(jià)的緣瑞交輕易接量瞧是博巨躁大頓的孫，撓通危常泊以紅百?gòu)娜f(wàn)豪甚何至權(quán)千擊萬(wàn)址次認(rèn)來(lái)葬計(jì)撿算區(qū)。卵事蘆務(wù)憑系單統(tǒng)灘是銹實(shí)其時(shí)領(lǐng)的宅，秒這萍就豎要叫求寶時(shí)便效負(fù)性匠，攪客銳戶踢存化一配筆抽錢(qián)熱需添要嫁幾摸十譯秒露是爸無(wú)班法瘡忍校受腔的迅，欄這秩就和要用求惑數(shù)碑據(jù)銀庫(kù)懶只蔽能狹存換儲(chǔ)嫂很遍短留一腥段甲時(shí)冶間潮的倒數(shù)霞據(jù)掀?？p而遇分悟析瓣系瞞統(tǒng)互是領(lǐng)事鎖后穩(wěn)的沖，鋸它伯要?dú)ぬ崾止┙Y(jié)關(guān)斑注域時(shí)元間儀段擇內(nèi)賄所爐有甘的眾有以效夕數(shù)諸據(jù)永。陸這弟些屋數(shù)顏據(jù)慌是獅海晝量答的唯，鳥(niǎo)匯道總灣計(jì)瞧算莊起繁來(lái)柜也菌要唇慢健一柴些莖，現(xiàn)但鴨是趟，炸只害要旦能食夠貓?zhí)嵩豕┢煊械市恋膬A分?jǐn)⑽霾繑?shù)航據(jù)模就隸達(dá)崇到鑰目添的計(jì)了桐。數(shù)晌據(jù)給倉(cāng)相庫(kù)餡，她是笨在葵數(shù)捎據(jù)步庫(kù)核已濕經(jīng)居大就量籠存扣在數(shù)的盾情級(jí)況福下喊，賄為敵了唇進(jìn)咱一穗步毫挖匹掘惑數(shù)胃據(jù)蜂資跨源笛、態(tài)為弱了測(cè)決稱策慎需世要諒而超產(chǎn)樂(lè)生杯的分，謀它跌決鈔不熟是獄所賺謂泉的繳“女大鍵型寒?dāng)?shù)坐據(jù)糟庫(kù)劈燕”器。.都共情同唐特想征數(shù)用據(jù)瞎倉(cāng)軍庫(kù)拾中戰(zhàn)包斬含征大丘量知數(shù)性據(jù)考，勝這座些央數(shù)待據(jù)撇可毅能考來(lái)扭自陣企劑業(yè)滑或幻玉組探織賀內(nèi)掙部封，年也勒可洽能稼來(lái)冠自轟外災(zāi)部以討數(shù)盤(pán)據(jù)如倉(cāng)頌庫(kù)鴿方兆式媽進(jìn)叉行瀉組垃織神的煤目風(fēng)的愁是驚為探了微能絮夠思更喉好胳地違支男持蛙決迫策數(shù)數(shù)據(jù)虹倉(cāng)放庫(kù)帳為慌最把終小使端用抹者秀提莖供室了唉用茄于置存冶取伶、繼分吐析糾數(shù)般據(jù)晚的奇工撞具.鳴類址型根狠據(jù)妥數(shù)務(wù)據(jù)埋倉(cāng)悄庫(kù)耀所通管鈔理卵的罩類輪型切和貫它柔們施所梅解艱決鳳的控企醬業(yè)秀問(wèn)欠題佛范蠅圍茶，差一夜般鴉可你將絨數(shù)鹽據(jù)邀倉(cāng)光庫(kù)磚分勇為歌下晝列播種痕類蜓型企稅業(yè)紙數(shù)扔據(jù)貸倉(cāng)甩庫(kù)聚（的）操良作覺(jué)型擋數(shù)辜據(jù)概庫(kù)窯（瘋）數(shù)殿據(jù)職集揭市?。ǚ?shù)洪據(jù)籍倉(cāng)使庫(kù)炮的觀技獸術(shù)撿結(jié)狂構(gòu)設(shè)閥計(jì)稠模盒塊樂(lè)：臣是巖由僻數(shù)蛾據(jù)秤倉(cāng)殺庫(kù)觸的葡設(shè)理計(jì)鑒者齊和朽管灑理臭者麻來(lái)茄設(shè)話計(jì)剃和散定浮義虜數(shù)陷據(jù)邀倉(cāng)刺庫(kù)諒數(shù)世據(jù)搶庫(kù)數(shù)拌據(jù)槐獲巧取咽模外塊屋：賢用偏于太開(kāi)濾發(fā)功和鈔運(yùn)掌行牢數(shù)經(jīng)據(jù)附獲襲取當(dāng)應(yīng)條用刷程釀序底，衛(wèi)從小源壺系萌統(tǒng)傾中嚷獲霞取并數(shù)叨據(jù)續(xù)，挺并孕整辦合堵到薄數(shù)怎據(jù)痛倉(cāng)廟庫(kù)飼的夢(mèng)數(shù)膏據(jù)乎庫(kù)僅中橋去數(shù)白據(jù)狀管竟理覺(jué)員肚模疑塊陰：辮用尾來(lái)仗生跑成系、層管鴉理蠟和冊(cè)訪靜問(wèn)扇數(shù)蝦據(jù)雞倉(cāng)術(shù)庫(kù)朵中頁(yè)數(shù)抖據(jù)管館理愈模酸塊吐：度包皺括衣一善整狀套起用能于階維腫護(hù)判數(shù)日據(jù)印倉(cāng)狀庫(kù)霧環(huán)柏境迅的瞞系棟統(tǒng)飼管量理恢服竭務(wù)信耳息圓目真錄栗模命塊飾：近能遵幫豬助示技踢術(shù)專用悟戶競(jìng)和揪業(yè)華務(wù)座用源戶伴訪錯(cuò)問(wèn)沃?jǐn)?shù)鳥(niǎo)據(jù)此倉(cāng)牛庫(kù)牽系舉統(tǒng)數(shù)神據(jù)場(chǎng)訪寒問(wèn)差模鍵塊青：丈所秒提繞供長(zhǎng)的朝數(shù)現(xiàn)據(jù)齡訪日問(wèn)泄工瞧具黎使鹽最嗎終西用喉戶用能障夠漆訪寨問(wèn)疤和碰分吐析殿數(shù)脆據(jù)辱倉(cāng)扇庫(kù)忌中奏的桂數(shù)訊據(jù)中周間扛件取模潔塊對(duì)：艘將杠倉(cāng)懲庫(kù)替數(shù)晌據(jù)法庫(kù)揪與壓最腰終創(chuàng)用收戶擊工徑具穴連伶接蕩起厲來(lái)數(shù)據(jù)獲取模塊數(shù)據(jù)管理員模塊數(shù)據(jù)倉(cāng)庫(kù)數(shù)據(jù)元數(shù)據(jù)數(shù)據(jù)傳遞模塊中間件模塊信息目錄模塊元數(shù)據(jù)外部元數(shù)據(jù)數(shù)據(jù)訪問(wèn)模塊外部數(shù)據(jù)設(shè)計(jì)模塊管理模塊圖瞧數(shù)申據(jù)翠倉(cāng)雙庫(kù)爽的伸技擔(dān)術(shù)學(xué)結(jié)脫構(gòu)補(bǔ)勿充扶：慎數(shù)礦據(jù)脅倉(cāng)講庫(kù)鞭系籌統(tǒng)澡模昨型數(shù)曉據(jù)浪倉(cāng)竭庫(kù)曬系敲統(tǒng)奇由呢四父?jìng)€(gè)緞主意要肆部暑分蔑組貌成處駕理廈過(guò)活程尺實(shí)沈現(xiàn)風(fēng)：有集燙散轎區(qū)慣域溜、傍管壞理匪控真制數(shù)劣據(jù)菌的堵提賠供朝：思倉(cāng)賞庫(kù)僻數(shù)夠據(jù)件儲(chǔ)闖藏肆室述、慰元霧數(shù)脂據(jù)氧儲(chǔ)惰藏孫室面型向寄系推統(tǒng)蘿的懲數(shù)昨據(jù)嚼倉(cāng)碑庫(kù)炸設(shè)傭計(jì)戲與襯開(kāi)盼發(fā).辣任描務(wù)忘和追環(huán)和境世的茂評(píng)疤估.伙需廟求竭的稀收辣集身和駐分宏析.旅構(gòu)犬造從數(shù)倒據(jù)銀倉(cāng)論庫(kù).經(jīng)數(shù)鑄據(jù)塑倉(cāng)蘇庫(kù)葡技重術(shù)設(shè)的泡培規(guī)訓(xùn).渴回象顧奮、逃總冒結(jié)答與粱再香開(kāi)帶發(fā)數(shù)返據(jù)積倉(cāng)番庫(kù)撲解榨決禿方榜案標(biāo)（倆略找）提恥供涂的灣數(shù)長(zhǎng)據(jù)戴倉(cāng)釋庫(kù)粥解后決撒方葉案提倚供瞧的驚數(shù)異據(jù)粥倉(cāng)質(zhì)庫(kù)么解只決罩方棗案提祝供舒的心數(shù)初據(jù)鏟倉(cāng)基庫(kù)芽解災(zāi)決灘方牧案提捐供析的布數(shù)革據(jù)功倉(cāng)揉庫(kù)繪解獎(jiǎng)決吼方忌案公泉司融提葵供鴨的重?cái)?shù)捆據(jù)鄰倉(cāng)慈庫(kù)痕解師決味方舌案公超司羞提置供視的豆數(shù)班據(jù)喘倉(cāng)葛庫(kù)蔽解敢決夠方泛案公事司曾提奴供蒜的良數(shù)膛據(jù)倆倉(cāng)星庫(kù)鹿解氧決卵方確案的墻客撒戶裙數(shù)澆據(jù)糠倉(cāng)換庫(kù).散新祝的郵觀哥點(diǎn).稿信注息予決別定腔商案業(yè)參決何策.姨跟廣蹤許客準(zhǔn)戶.幅了理解顯客捐戶.攏客易戶柄忠護(hù)誠(chéng)驚度如拉何敵避筋免極數(shù)延據(jù)億倉(cāng)局庫(kù)囑建談設(shè)尾項(xiàng)催目睜的性失核敗.店缺關(guān)少涌領(lǐng)唐導(dǎo)贈(zèng)的籃大歡力衛(wèi)支凈持棚和弊積想極內(nèi)參前與.兆過(guò)叉高炕的頌期聚望川值.挺沒(méi)籠有屬以唉決乘策綱支枕持偏為頃核稍心.餡人糟員先配闖備高不厭夠器充君分.兄低依估蹄了負(fù)數(shù)蓮據(jù)會(huì)清頂潔卵、惹轉(zhuǎn)獎(jiǎng)?chuàng)Q渡、估載囑入蜂的拐工江作宣量.僻低浮估支了搏用償戶將對(duì)殲系護(hù)統(tǒng)桑擴(kuò)備充置的知需攤要.乞?qū)橛酶舻呀缯Z(yǔ)面魚(yú)和航前越端肆工緞具球的戀重泊視默（卻不皇夠企）系碼統(tǒng)膨中執(zhí)的謊數(shù)兩據(jù)露挖志掘數(shù)鐵據(jù)怖挖辜掘墨（進(jìn)）選概腦述.勒從往與舅數(shù)飛據(jù)合倉(cāng)虛庫(kù)粱、迫和沒(méi)統(tǒng)石計(jì)伶分躍析毒的桿聯(lián)鍛系諷中陽(yáng)定給義馬數(shù)聚據(jù)徹挖唉掘數(shù)齊據(jù)灶挖感掘勿：勒從孩大生量訴的填、射不闊完機(jī)全客的隱、濕有銳噪師聲柜的策、武模犬糊盼的蛛、趣隨續(xù)機(jī)秤的豈實(shí)傭際勵(lì)應(yīng)讓用乳數(shù)剝據(jù)定中贏提城取肌隱郊含右于掀其丙中善的啊、礙人援們棍事壓先嬸不暢知獅道手但廚又驗(yàn)具攝有強(qiáng)潛壟在野用咬途酷的溝信目息炒和猴知以識(shí)梁的盯過(guò)件程從謹(jǐn)大熱量曉的難數(shù)累據(jù)麥中偏，狼抽束取偶出協(xié)潛舍在予的管、掏有據(jù)價(jià)躁值汪的言知診識(shí)巷、碰模掘型經(jīng)或避規(guī)少則錦的父過(guò)筆程進(jìn)化階段商業(yè)問(wèn)題支持技術(shù)產(chǎn)品廠家產(chǎn)品特點(diǎn)數(shù)據(jù)搜集（世紀(jì)年代）過(guò)去年中，總收入是多少？計(jì)算機(jī)、磁帶和磁盤(pán)和提供歷史性的、靜態(tài)的數(shù)據(jù)信息數(shù)據(jù)訪問(wèn)（世紀(jì)年代）在新英格蘭的分部，去年三月的銷售額是多少？關(guān)系數(shù)據(jù)庫(kù)、結(jié)構(gòu)化查詢語(yǔ)言（）、、、、和提供歷史性的、動(dòng)態(tài)的數(shù)據(jù)信息數(shù)據(jù)倉(cāng)庫(kù)決策支持（世紀(jì)年代）在新英格蘭的分部，去年三月的銷售額是多少？波士頓可以據(jù)此得出什么結(jié)論？聯(lián)機(jī)分析處理、多維數(shù)據(jù)庫(kù)、數(shù)據(jù)倉(cāng)庫(kù)、、、和在各種層次上提供回溯性的、動(dòng)態(tài)的數(shù)據(jù)信息數(shù)據(jù)挖掘（正在流行）下個(gè)月波士頓的銷售會(huì)怎么樣？為什么？高級(jí)算法、多處理器計(jì)算機(jī)和“海量”數(shù)據(jù)庫(kù)、、、和其他新創(chuàng)企業(yè)提供預(yù)測(cè)性信息表狀數(shù)侮據(jù)探挖跌掘撫的彈進(jìn)炊化搞歷邪程.很數(shù)材據(jù)穿挖而掘廟的讀主合要題特秘征數(shù)篩據(jù)境挖房誠(chéng)掘傻面僑對(duì)宴的覆是然海羽量傲數(shù)炮據(jù)數(shù)渾據(jù)勸可鄙能冬是供不慎完繁全臉的墳、磨有期噪輝聲補(bǔ)的射、掀隨商機(jī)浙的講、汽又君復(fù)塵雜肌的森數(shù)悼據(jù)狗結(jié)溪構(gòu)照，瓶且伯維體數(shù)窄較叮大數(shù)榜據(jù)波挖饅掘切是千多符學(xué)買(mǎi)科綿的謊交柜叉抄，侮綜攪合湊運(yùn)趙用帳了處統(tǒng)勇計(jì)琴學(xué)肢、們計(jì)矩算約機(jī)門(mén)和基數(shù)吼學(xué)還等嘗學(xué)墊科嶄的偷技妨術(shù).中數(shù)齊據(jù)耕挖化掘招的疤未鈔來(lái)毅發(fā)學(xué)展疤方袋向與弟專思家冰系格統(tǒng)貝結(jié)寶合暖的攀數(shù)洗據(jù)燙挖饑掘網(wǎng)傘絡(luò)曾數(shù)藝據(jù)使挖辛掘數(shù)觀據(jù)濕挖哈掘宗的企時(shí)希序議性對(duì)眼非伙結(jié)獅構(gòu)泛化傍數(shù)襯據(jù)險(xiǎn)的狐挖劈燕掘引肚入喘新序的伯?dāng)?shù)宣據(jù)盾挖耕掘外算雙法補(bǔ)艇充口內(nèi)上容抹：運(yùn)數(shù)礎(chǔ)據(jù)恥挖惱掘移的旅主族要呈功炭能分載類企昌業(yè)食可哪以嫩按珍照炎客既戶荒的撲行地為寒對(duì)啊他繁們象進(jìn)盲行鍵分負(fù)類掌，槽以荒便息使什特虛定序的怎產(chǎn)愚品袋和爺服伶務(wù)紛能史夠?yàn)┍唤缣崾⒐┗鸾o蔬更裳加餃有逐價(jià)浙值上的時(shí)客它戶替群柏（擠即攝最階佳旨客冬戶工）族才群病聚闖類將按具射有板相康似先特滴點(diǎn)遲的助客眠戶危分柜成艇幾茅個(gè)核族扯群阿（脖市柏場(chǎng)士細(xì)條分太）聯(lián)量系流關(guān)旦系探糖尋防產(chǎn)格品井或?yàn)I行撐為堵間洞的惡聯(lián)環(huán)系掉是出否刑存曲在今以詳及疏聯(lián)百系把的誰(shuí)強(qiáng)敲度漆，讓以絨便艙能你夠額基泊于效相西關(guān)刃產(chǎn)弦品項(xiàng)做繭出哨決赤策方載式拼或電次改序客地戶劈燕的及購(gòu)肯買(mǎi)焦行構(gòu)為里的植方吳式填或睛次評(píng)序補(bǔ)豈充用內(nèi)材容鄉(xiāng)豐：懶典啦型蕩數(shù)駝?chuàng)弁阢U掘假系怒統(tǒng)磁的取結(jié)套構(gòu)數(shù)嬸據(jù)剖挖飲掘么的盾基碌本兔任漏務(wù).敢自腳動(dòng)的預(yù)續(xù)測(cè)讓趨示勢(shì)竟和森行杯為.導(dǎo)關(guān)幅聯(lián)油分單析若煌兩吧個(gè)凈或銷多消個(gè)優(yōu)變毀量賺的貞取械值踏之伍間室存哭在預(yù)某們種笛規(guī)鼠律住性資，挎就問(wèn)稱蹤蝶為爽關(guān)宵聯(lián)關(guān)敏聯(lián)災(zāi)可票分吃為須簡(jiǎn)月單船關(guān)拍聯(lián)海、航時(shí)歸序其關(guān)躲聯(lián)超和俗因羨果傲關(guān)簽聯(lián)凳等治多業(yè)種樸類絮型關(guān)罩聯(lián)肉分橫析鄭的夏目挑的革是貓找爐出乞數(shù)憶據(jù)紋庫(kù)飯中拉隱良藏獻(xiàn)的犁關(guān)酒聯(lián)秧網(wǎng).伴聚蕩類毫分機(jī)析數(shù)趴據(jù)兇庫(kù)稈中概的葉記鹽錄極可歪被腸劃彼分甘為汗一濱系悟列輪有滴意芝義雜的伍子仇集補(bǔ)，怪即標(biāo)聚尾類.湯概如念幻玉描礎(chǔ)述是擁對(duì)器某俗類跟對(duì)洗象殘的銷內(nèi)秘涵嗚進(jìn)家行隸描斧述餓，流并撐概質(zhì)括盜這爆類耗對(duì)史象泊的預(yù)有豬關(guān)冬特蛾征.閱偏噸差單檢蠢測(cè)基中本讀方南法殿是五尋須找桑觀掩測(cè)蓋結(jié)設(shè)果柏與調(diào)參溜照植值統(tǒng)之僑間橫有啄意那義鞠的駐差邀別數(shù)嘗據(jù)識(shí)挖辛掘視的泊技攜術(shù)心與愛(ài)算饅法舊簡(jiǎn)聽(tīng)介.平數(shù)擦據(jù)壺挖信掘炭的雪集林合潑論底技狂術(shù)粗恨糙叼集南技仁術(shù)是琴一篩種估處兔理涂含侍糊稀和政不磚精掩確袖數(shù)屆學(xué)章問(wèn)滅題咱的嗽新趨型投數(shù)捐學(xué)辦工開(kāi)具粗赴糙搞集脾將毀知琴識(shí)可定詞義賀為奧不防可征精刃確深區(qū)秩分津的惹關(guān)臘系劣的陷一搭個(gè)圍族同集副，指這彩就飛使?jié)仓R(shí)糕有碑了折明瓜確謊的喬數(shù)拔學(xué)該含慌義悼，斯易顆于咐進(jìn)歉行永數(shù)樣學(xué)汁分廳析概乒念唉樹(shù)箏技綿術(shù)一作個(gè)倉(cāng)數(shù)什據(jù)威庫(kù)州中玻的婚不擺同臥數(shù)區(qū)據(jù)紗都典擁趟有凍許蒜多響的賤不枕同牧屬翻性熊，罩根胖據(jù)送這熄些堂屬薯性頁(yè)可廢以貫對(duì)雙數(shù)筆據(jù)砌進(jìn)墊行繩分抄類詢，再然裙后撤對(duì)潤(rùn)每胞個(gè)箏屬挨性勉進(jìn)淚行摘概搬念那提富升中國(guó)江蘇臺(tái)灣其他省份淡水基隆……南京蘇州………………圖9-3籍貫概念樹(shù)籍貫概念樹(shù).臥數(shù)未據(jù)耽挖加掘街中武的鐵仿修生翼物萄技非術(shù)神拍經(jīng)羽網(wǎng)井絡(luò)往技裁術(shù)飾（散）模吃擬淹了回人斷腦腦神冊(cè)經(jīng)壩元耽結(jié)候構(gòu)辱，敲可瓶以喉為紹解任決懷復(fù)詞雜薪程表度挽高訴的亞問(wèn)塔題元提岡供磨一增個(gè)巴比粱較懼簡(jiǎn)灰便咸的喇方摩法神中經(jīng)女網(wǎng)咳絡(luò)潛基踏本餅結(jié)疼構(gòu)置是子：同輸耳入疲層適、它輸還出酸層志、駝隱從含惕層1輸入層隱含層輸出層圖9-4簡(jiǎn)單的人工神經(jīng)網(wǎng)絡(luò)結(jié)構(gòu)圖23645生物進(jìn)化遺傳算法適者生存在算法停止時(shí)，獲得最優(yōu)解個(gè)體解染色體解的編碼（字符串、向量等）基因解中每個(gè)分量的特征（如數(shù)值）適應(yīng)度適應(yīng)性函數(shù)值種群根據(jù)適應(yīng)度函數(shù)值進(jìn)取的一組解雜交通過(guò)變換兩個(gè)解的對(duì)應(yīng)分量產(chǎn)生新的解的過(guò)程變異通過(guò)變換一個(gè)解得某些分量產(chǎn)生一個(gè)新解的過(guò)程表杜遺躺傳和算敵法暮與潮生擔(dān)物平進(jìn)失化謠的慈比稱較遺域傳膝算丈法遺謙傳配算宅法抓主孤要膜借抗助侍生誕物匠進(jìn)衡化偉中鵲的車“仗適賴者活生哥存榜”驕的踐概塞念站，泄模嗓仿廉生扭物彈進(jìn)徒化擾中筐的休遺免傳俗繁軌殖愚機(jī)劉制攻，典對(duì)綢優(yōu)軌化遺問(wèn)蹲題即解匙空剩間曲的凱每俗一設(shè)個(gè)蒜個(gè)甲體習(xí)進(jìn)逼行器編漏碼趟，植然構(gòu)后剃對(duì)距編厘碼淡后遠(yuǎn)的者優(yōu)循化辭問(wèn)呢題腥解壩空職間拐進(jìn)杠行喬組弦合蠢劃碧分奇，輛并節(jié)通悼過(guò)藍(lán)迭伸代駐從旺中癢尋邁找咳含美有階最算優(yōu)店解跟和裝較心優(yōu)通解為的惑組膨合.束統(tǒng)淡計(jì)縣分腎析腥方黃法相笛關(guān)返分唐析脈和晶回嫂歸每分祥析披：近相漠關(guān)葵分喜析肝是蛾用疑相妻關(guān)托系蟲(chóng)數(shù)岡來(lái)搬度尾量灶變?cè)科乳g典相凱關(guān)漫程種度按的妻數(shù)衰量份關(guān)梅系冠，儲(chǔ)回沸歸贊分封析塑研霜究掀是班變姑量躲間要的躲因辨果乓關(guān)訴系差嬌異快分罰析傭：掌從堆樣耳本酬統(tǒng)折計(jì)薄量寧的測(cè)值膨得昂出神的呢差超異轟來(lái)眠確志定酸總姜體教參溫?cái)?shù)往之宰間欠是肯否坦存葉在浩差過(guò)異探（弦假遵設(shè)叫檢肅驗(yàn)烈）瘦，拾典銀型鹿的胸方犬法紗是邪方灑差苦分稼析返，可即覽通浪過(guò)盟分搏析比實(shí)罷驗(yàn)煙數(shù)鑼據(jù)有中漿不揉同退來(lái)軌源拐的贈(zèng)變謙異架對(duì)昏總厘體演變冰異潑的休貢胖獻(xiàn)州大廉小悔，逆確呈定存實(shí)偷驗(yàn)服中為的勺可州控顯因稀素載（熄自咽變揭量崖）帽是銹否熔對(duì)守實(shí)種驗(yàn)啄結(jié)莖果災(zāi)（贈(zèng)因滴變皇量拌）醬有隊(duì)重信要牧的談?dòng)傲许懸蜓缸悠浞直龀浩悄话焉彾啾賯€(gè)喘可井直富接檢觀潛測(cè)所的探變答量去轉(zhuǎn)叉化返為繭少尿數(shù)慢幾澇個(gè)歷不揚(yáng)相督關(guān)蒜的貨總鍛和伏指侄標(biāo)泛的蔽多酷遠(yuǎn)餡統(tǒng)藝計(jì)杠分翅析減方爪法位，血在善醫(yī)弓學(xué)銷、土心銳理贏學(xué)乞和跌經(jīng)倆濟(jì)藏學(xué)波與京管道理釘學(xué)難等雞科樣學(xué)古領(lǐng)才域馳得燃到拳十烤分怒廣落泛丹的烤應(yīng)朗用聚納類滋分恨析悔：障是抖根披據(jù)媽事讓物捆本箱身喇的各特犬征除研冠究甲個(gè)千體龍分剪類貢的趨方刑法耕，常是賄直稀接譜比礦較逝樣翼本慢中捏事糞物勺之魯間端的箱性飯質(zhì)撇的翁一脖種舟方劑法漆，逃把昆性籍質(zhì)巖相主近鐵的描歸噸為燒一揚(yáng)類覺(jué)，偶將默性暴質(zhì)際差泡別念比蒜較澆大惡的天分芬為礦不刃同彩的鐵類判吹別顆分纏析拾：告根可據(jù)扁表逐明贈(zèng)事彼物駝特弓點(diǎn)裙的斧變字量妹值襪和叉他遵們叢所閱屬愧的剩類頸求塌出概判仙別疊函銅數(shù)模，耕再女根餃據(jù)仁判蒙別滋函滲數(shù)姑對(duì)釣未滿知羅所對(duì)屬嫩類蓬別卷的豪事殿物樂(lè)進(jìn)爭(zhēng)行忙分停類斗的耗一己種德分沸析加方回法.工關(guān)餡聯(lián)節(jié)規(guī)般則旦算炊法關(guān)女聯(lián)甜規(guī)民則墨是折描效述歉數(shù)珠據(jù)鵝庫(kù)創(chuàng)中說(shuō)數(shù)饅據(jù)猾項(xiàng)罩之云間著存元在駝潛侍在膽關(guān)奸系終的申規(guī)斜則奇，序形貞式很為私“學(xué)∧充∧捐·撈·繁·述∧回∧收∧丈·棉·乎·有∧勸”含，楊其再（墳，次，學(xué)·螺·會(huì)·具，心）鑰，摧（梨，校，槳·腫·筍·端，俘）經(jīng)是縱數(shù)郊據(jù)糟庫(kù)蹄中購(gòu)的溉數(shù)語(yǔ)據(jù)愚項(xiàng)數(shù)腳據(jù)夫項(xiàng)韻之己間儲(chǔ)的葵關(guān)濁聯(lián)洋就往是希根同據(jù)惹一目個(gè)密事微務(wù)匙中乘某差些墓項(xiàng)論的樸出州現(xiàn)肯，扭可卡推模導(dǎo)蝕出慣另缺一則些廣項(xiàng)礎(chǔ)在感同威類留事崇務(wù)康中森也感出新現(xiàn)關(guān)悟聯(lián)莖分詠析每的儀目仇的書(shū)是裕找僵出愛(ài)數(shù)業(yè)據(jù)道庫(kù)籍中磁隱起藏右的價(jià)關(guān)首聯(lián)關(guān)戴聯(lián)菠規(guī)述則伶算濃法靠分利為總兩夫個(gè)磨步喪驟求拉支到持姿度喊大竿于你用吃戶災(zāi)指丈定踢的撇最尾小艦支里持欠的裝數(shù)棵據(jù)扒項(xiàng)裝集鋤，性即席大燈數(shù)敗據(jù)賽項(xiàng)逆集顧，屈對(duì)辮于科語(yǔ)孕義逼約今束嚇的膊規(guī)決則泉，閉僅褲求獎(jiǎng)得朋滿蝦足踩約由束況的老大罩?jǐn)?shù)際據(jù)掛項(xiàng)眾集利稀用端大林?jǐn)?shù)皂?yè)?jù)豎項(xiàng)及集末產(chǎn)左生水關(guān)拆聯(lián)貨規(guī)旋則咬，紹關(guān)舅聯(lián)澡規(guī)痰則粒是可挖搏掘壁算冷法轟的面核隆心邏輯數(shù)據(jù)庫(kù)被選擇的數(shù)據(jù)預(yù)處理后的數(shù)據(jù)被轉(zhuǎn)換的數(shù)據(jù)被抽取的信息被同化的知識(shí)選擇預(yù)處理轉(zhuǎn)換挖掘分析和簡(jiǎn)化圖9-6數(shù)據(jù)挖掘流程圖數(shù)略據(jù)蔥挖婦掘成的申流北程龍—拆—俊技企術(shù)碎視各角從擴(kuò)邏餡輯練數(shù)漫據(jù)烈?guī)旖^開(kāi)榮始宿，邪經(jīng)壞過(guò)罵選卷?yè)駟玖鬈姵淌璜@炭得嚼被色選宅擇央的稅數(shù)帆據(jù)襖，遺然嗓后談對(duì)離這泰些培數(shù)侄據(jù)冊(cè)進(jìn)缸行黃預(yù)倒處金理毒，項(xiàng)從更而馳得縫到肢經(jīng)帆過(guò)捉預(yù)葛處紙理配的杏數(shù)蛾據(jù)稈庫(kù)在踏此避基寸礎(chǔ)割上扣，哨再花對(duì)刻新肅生此成超的貼數(shù)華據(jù)菜進(jìn)沸行傷某童種溜轉(zhuǎn)頂換估，淺并仰利否用唇所職獲窮取羽的橋新超數(shù)頭據(jù)旬進(jìn)憐行設(shè)挖菊掘步，陷提啊出拼其慰中確有盾用川信闊息諒，河再量加饞以鑄分懇析烤和溫同房誠(chéng)化柔，糟最讀終量形液成怖經(jīng)朱過(guò)蠻同卷化站的胳知坦識(shí)糊，昌為評(píng)企臨業(yè)故決盜策盈提貧供饅支濁持用缸數(shù)孩據(jù)澤挖榨掘廁優(yōu)芒化領(lǐng)系巖統(tǒng).賽什調(diào)么共是域優(yōu)互化幻玉？?jī)?yōu)盛化填是阻對(duì)相結(jié)挽果增進(jìn)徒行獅明板確毒評(píng)鑒價(jià)行的閥問(wèn)詳題貪，飾是桿在誤一錦定泛的還約紐奉束打和坡限妨制掏條扣件桐下蘭，沃得遮到勉最愈優(yōu)術(shù)安身排數(shù)的沖過(guò)欺程.聯(lián)使形用態(tài)數(shù)伏據(jù)匯挖銹掘奸技寺術(shù)愚優(yōu)議化防系艙統(tǒng)胃的躲一威般維步料驟評(píng)怒價(jià)帥，柜即悶檢所測(cè)王發(fā)就生瞇的飯結(jié)幸果預(yù)謎測(cè)飛，毀即棋根游據(jù)途已票發(fā)密生斜的乘事宣情襲來(lái)粱進(jìn)貿(mào)行帝預(yù)粥測(cè)行顆動(dòng)掛，爽即罷進(jìn)折行礎(chǔ)嘗開(kāi)試.戰(zhàn)優(yōu)撕化針形依式存瘋在福一五種猴明鍵確邀定哥義拼的爛數(shù)教值世有攪待移優(yōu)衡化對(duì)慕復(fù)琴雜象的罵、問(wèn)因腔果娛關(guān)嶄系迎不漆明住確汗的晌問(wèn)飾題咸進(jìn)捕行英優(yōu)烏化在旬中膠利柴用癢數(shù)鈔據(jù)磚挖戲掘晚所阻形貼成旁的猴商銅業(yè)芝價(jià)鮮值.果客服戶劉盈碰利陳模仔型.驗(yàn)客償戶纏獲莊取瞧模重型.恥客京戶涼挽作留圣模挑型.畝客睜?wèi)舯臣?xì)種分牧模醬型科牢學(xué)仆的速客莫戶艷細(xì)凍分回需逐滿鉤足桐兩裹個(gè)習(xí)基絡(luò)本稠?xiàng)l益件拜：礎(chǔ)完怖整票性碌；膛互拒斥俘性.乎交私叉沉銷伶售申模宣型通蕩過(guò)睡數(shù)椅據(jù)剖挖聾掘腸中陡的功聚茄類字分剃析院，瀉鎖購(gòu)定執(zhí)交剩叉片銷責(zé)售餃所從要徐面果對(duì)更的勵(lì)目谷標(biāo)胸客對(duì)戶通丙過(guò)傳關(guān)近聯(lián)鑄分背析認(rèn)確漢定醬最弓優(yōu)墳的嚷銷胡售吵組愿合總，驅(qū)并細(xì)向賄相鑼?xiě)?yīng)君的夾客題戶后展迫開(kāi)駝交愈叉龜銷欺售數(shù)撥據(jù)跨挖屑掘旨工餃具部及普其黨評(píng)梯估.悠數(shù)嬌據(jù)腳挖繪掘劉工違具割的根類子型通旬用硬工畫(huà)具主醉要值包惠括只：海公狗司搖的吵、歷的射、北公橡司宮的驅(qū)、鄙公打司招的希、壁的綜扁合犯數(shù)灣據(jù)遇挖蝕掘掀工呢具面嘆向其特茅定云應(yīng)糾用貨的卵數(shù)疑據(jù)荒挖通掘元工牙具主爸要畫(huà)包艱括蕉：顫（爺主芹要批在軋零偷售屈業(yè)時(shí)）寇和縫（規(guī)重朽點(diǎn)拼在棒市由場(chǎng)杜領(lǐng)肢域煮）貨等.租數(shù)東據(jù)贏挖取掘缺工躺具浮的循評(píng)王估愁標(biāo)錢(qián)準(zhǔn)操休作段的協(xié)數(shù)忽據(jù)芹類亦型結(jié)寇果租的逮有均用寶性按和紐奉確憶定定性知抹識(shí)傻的隊(duì)表?yè)P(yáng)達(dá)多膠層賽次剪互欠動(dòng)傅知構(gòu)識(shí)并逮行金分版布超的趙數(shù)苦據(jù)易挖抱掘誰(shuí)算能法私提有凍保襪護(hù)交和若數(shù)畢據(jù)升安傳全其傻他樣標(biāo)四準(zhǔn)騾：置產(chǎn)烘品瞇成掀熟消度推和殼公蜓司倦力劇量斗、萌產(chǎn)團(tuán)品畫(huà)的津數(shù)揪據(jù)猛操嘩作現(xiàn)能時(shí)力利、末產(chǎn)單品吧的供用娃戶蜻界侮面趕，述管罪理著復(fù)獲雜求程巷度選等知邊識(shí)貨發(fā)刺現(xiàn)伸與知肚識(shí)擴(kuò)發(fā)銀現(xiàn)背概腳述等斧（逃）販認(rèn)斑為疾，權(quán)知益識(shí)軟發(fā)腥現(xiàn)不（拐，撒）佩就委是伸指喂在驕從漢大潔量也數(shù)迎據(jù)致中謠提休取復(fù)有白效阻的尋、靈新既穎城的井、終潛泛在仿有芝用置的發(fā)、疫最靈終臭可攪被艇理?yè)踅庾⒌陌赡_式尾的窄非言平杏凡籠的顆過(guò)額程具區(qū)有調(diào)自儲(chǔ)動(dòng)蠅性尤和不一獻(xiàn)定歡的斗智膨能道性知原識(shí)泊發(fā)籌現(xiàn)貫的圖過(guò)遠(yuǎn)程走（筋圖陸）數(shù)叔據(jù)溪準(zhǔn)敏備唱—懲—跡理撇解群有蜻關(guān)忠的重背狂景晴和企用襖戶戰(zhàn)的威具牛體廈需紡求數(shù)銜據(jù)皮選餅取鴨—雅—炊確甘定京要遠(yuǎn)選然取知的釋目跳標(biāo)乒數(shù)們據(jù)勒，層從財(cái)原棵始悲數(shù)當(dāng)據(jù)陰庫(kù)拖中腦選之取街?jǐn)?shù)箭據(jù)畜或矩者磁數(shù)典據(jù)請(qǐng)樣粗本數(shù)汽據(jù)昏預(yù)勿處評(píng)理汗—直—談對(duì)威選妨取鳳的倍數(shù)雨據(jù)罩和就數(shù)蒸據(jù)過(guò)樣異本示進(jìn)忍行腔一駛定姐的騰預(yù)君處占理計(jì)，恭檢充查臨數(shù)途據(jù)擱的叉完曾整楊性鎖、必消鉤除針噪餓聲導(dǎo)、揚(yáng)清屈除間多酸余焦數(shù)只據(jù)數(shù)喚據(jù)旁變扮換損—貨—持對(duì)肆進(jìn)豪行騾過(guò)劍預(yù)群處熊理精后甜的姜數(shù)條據(jù)花再務(wù)進(jìn)留一模步冬進(jìn)漏行項(xiàng)相恩關(guān)勢(shì)的岸轉(zhuǎn)滅換曲操慎作嫁，舞如談轉(zhuǎn)甘換恥數(shù)突據(jù)若的伴類詳型燙等確城定主的施目蓄標(biāo)些—呀—蜂為耳下煩一爺步部選押擇義算饅法謎做謀出塘準(zhǔn)釣備選左擇帖算癥法景—留—燈根紀(jì)據(jù)飾的肯目酒標(biāo)移選王擇聯(lián)合殺適戴的外算綁法寸，闊使氏之釣與木整冠個(gè)嚼過(guò)疲程悲的凱評(píng)廁價(jià)焦標(biāo)桶準(zhǔn)哈相憤一照致解京釋欺評(píng)種價(jià)計(jì)—縣—卵對(duì)仔經(jīng)憲過(guò)浴發(fā)介掘蜂所竟發(fā)膨現(xiàn)防的永知塵識(shí)鋒進(jìn)竄行摟解狀釋悉，小并脹將亮知有識(shí)費(fèi)以包客灶戶蓮能竄夠粒理邪解梨的尼方訓(xùn)式慮描弄述義出培來(lái)?yè)?，脖讓包客逃戶噴進(jìn)寨行共評(píng)較估圖她數(shù)汁據(jù)欲挖販掘晝中蛙的惱知夕識(shí)埋發(fā)去現(xiàn)金流催程在券中脆運(yùn)牲用鎖知匆識(shí)的發(fā)譽(yù)現(xiàn)對(duì)各于但許術(shù)多板實(shí)女施服系塔統(tǒng)藝的次企墨業(yè)臂來(lái)呀說(shuō)印，尊僅絮僅旬依垮靠躲系由統(tǒng)眼對(duì)廳數(shù)亡據(jù)盆的別組截織且和杰存伙儲(chǔ)闖功腰能介，客并滿不跟能染滿灘足直企評(píng)業(yè)星對(duì)建決苦策賢支領(lǐng)持狂的快需駕要如城果國(guó)不富能央夠館對(duì)愉大插量壁的巷信視息失進(jìn)垃行西高盟級(jí)獎(jiǎng)處搖理精以短便騙形件成炭可糠理眼解浩的吊模劣式蜻，紫那擇么迎企罩業(yè)證花浩費(fèi)向高屢昂罩的托成炊本盲所詠收娛集的和隔積輝累躍的照這騾些俘信脊息浸實(shí)腐際悉上瘡就珠被犬浪巷費(fèi)煙掉字了因桂此闊，貍發(fā)爐現(xiàn)賠隱術(shù)藏罷于勿大廚量昏客削戶浪信屯息巧背均后橡的竹關(guān)悼聯(lián)滴性窩與深規(guī)乞律投性白，復(fù)就據(jù)形喊成學(xué)了蕉中鄙的麻知灣識(shí)暗發(fā)廉現(xiàn)息體剛系聯(lián)基機(jī)釘信怕息星分陣析來(lái)處波理馳與作愚為級(jí)數(shù)張據(jù)葉倉(cāng)仰庫(kù)記前始端對(duì)接晌口溝的河聯(lián)很機(jī)蓄分弊析憂處貸理部（業(yè)）圖儀數(shù)煎據(jù)浩倉(cāng)鮮庫(kù)吉與宇整值合及圖DB1DB2數(shù)據(jù)倉(cāng)庫(kù)客戶1客戶2OLAP服務(wù)器圖9-8數(shù)據(jù)倉(cāng)庫(kù)與OLAP整合圖從吼到德的鹿轉(zhuǎn)暫變世俯紀(jì)傭年幣代急，享關(guān)形系摧數(shù)賭據(jù)展庫(kù)棄之匪父欠提菜出袍了務(wù)關(guān)宣系禿模闊型谷，除促季進(jìn)愉了敲聯(lián)榴機(jī)師事侵務(wù)窄處獅理插（銳）永的察發(fā)淋展年纏，燙提瞇出愁來(lái)驕概你念吩（滲，盲）（）數(shù)據(jù)（）數(shù)據(jù)原始數(shù)據(jù)細(xì)節(jié)性數(shù)據(jù)當(dāng)