Collective Intelligence in Action phần 4 potx

manning Hibernate in Action phần 4 potx

... available in the package net.sf.hibernate.mapping. Keep in mind that adding a property to an existing persistent class mapping as shown here is easy, but programmatically creating a new mapping ... subclass, Hibernate uses an inner join instead: select BD.BILLING_DETAILS_ID, BD.OWNER, BD.CREATED, CC.TYPE, from CREDIT_CARD CC inner join BILLING_DETAILS BD on BD.BILLING_DETAILS_ID = CC.CREDIT_CARD_ID ... CHAPTER 3 Mapping persistent classes CreditCard type : int expMonth : String BankAccount bankName: String bankSwift: String BillingDetails owner : String number: String created : Date...

Collective Intelligence in Action phần 1 pdf

... book xxiiiPART 1GATHERING DATA FOR INTELLIGENCE 11 Understanding collective intelligence 31.1 What is collective intelligence? 4 1.2 CI in web applications 6 Collective intelligence from the ... 32■ Learning from user interactions 203■ Extracting intelligence from tags 50 4 ■ Extracting intelligence from content 825■ Searching the blogosphere 1076■ Intelligent web crawling 145 PART ... analysis infrastructure 2 34 8.3 Use cases for applying the framework 2378 .4 Summary 2388.5 Resources 2399 Discovering patterns with clustering 240 9.1 Clustering blog entries 241 Defining the...

Collective Intelligence in Action phần 2 ppsx

... applying intelligence ■Basic technical concepts behind collective intelligence ■The many forms of user interaction■A working example of how user interaction is converted into collective intelligence Simpo ... terms: Collective, Intelligence, in, and Action. When terms are joined together, they form phrases. Collective Intelligence and Collective Intelli-gence in Action are two useful phrases in our ... analyzing the interactions of users with items. User interactions provide valuable insight into preferences and interests. Some of the inter-actions are fairly explicit in terms of their intentions,...

Collective Intelligence in Action phần 3 doc

... CHAPTER 4 Extracting intelligence from content The combined tag cloud for the blog now contains 14 terms, as shown in fig- ure 4. 16. There are five tags that stand out: collective, collective intelligence, ... remaining piece of code, shown in listing 4. 4, is a lot more interesting. private MetaDataVector getMetaDataVector(String text) { Map<String,Integer> keywordMap = new HashMap<String,Integer>();Listing ... forms of information that we’re interested in: ■The user interaction with the content. This could be in the form of authoring the content, rating it, reading it, bookmarking it, sharing it with...

Collective Intelligence in Action phần 6 pps

... 3); addInstance(trainingDataSet, 35.,"female", 4) ; return trainingDataSet; } private void addInstance(Instances trainingDataSet, double age, String gender, int numLogins) { Instance ... Instance instance = createInstance(trainingDataSet,age, gender,numLogins); trainingDataSet.add(instance); } private Instance createInstance(Instances associatedDataSet, double age, String gender, ... Instances("wekaTutorial", allAttributes, 4) ; trainingDataSet.setClassIndex(2); addInstance(trainingDataSet, 20.,"male", 5); addInstance(trainingDataSet, 30.,"female", 2);Listing 7.2 Implementation...

Collective Intelligence in Action phần 7 pptx

... users, collective, ci, intelligence, collective intelligence, and web2.0.[users, user, 0 .43 643 578 047 19 848 ] [collective, collect, 0.3 842 12 242 9322726][ci, ci, 0.3 842 12 242 9322726] [intelligence, intellig, ... similarity=0.00325633 040 335101 C1=17 C2=9 C1=Id=17 similarity=0.02 342 920655 844 0 54 C1=16 C2= 14 C1=Id=16 similarity=0 .42 247 39 045 7827866 C1=15 C2=13 C1=Id=15 similarity=0. 041 640 2 648 6125777 C1=10 C2=6 ... intellig, 0.3 842 12 242 9322726] [collective intelligence, collect intellig, 0.3 842 12 242 9322726][web2.0, web2.0, 0.3 345 216912320663][about, about, 0.109108 945 1179962][applying, appli, 0.109108 945 1179962][application,...

Collective Intelligence in Action phần 9 ppsx

... query Listing 12 .4 Iterating over all documents in the indexListing 12.5 Iterating over all documents in the indexSpecifies fields to create queryMin number of documents containing each ... for updating the search index. For incremental indexing, the first thing we need to ensure is that at any given time, there’s only one instance of an IndexReader modifying the index. First, ... there’s only one instance of IndexUpdaterService in a JVM—perhaps by using the Sin-gleton pattern or using a Spring bean instance. Next, if mul-tiple JVMs are accessing the same index, you’ll...

devoloping grammar in context phần 4 potx

... ...

jQuery in Action phần 4 ppsx

... before clicking Execute.■before() and insertBefore()—Insert the element before the destination elements instead of before the destination’s first child.■after() and insertAfter()—Insert ... dimensions in this area56 CHAPTER 3 Bringing pages to life with jQueryprevious format of attr(); the function is invoked for each individual element in the matched set.WARNING Internet Explorer ... external links? First, let’s try and deter-mine what we want; we want all links whose href attribute begins with http:// to open in a new window (which we have determined can be done by setting...

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