Using below code i have created Linkify function. Here I have created MainActivity class and In main.xml layout I have added Text View property. Below code will clearly described you how to make Linkify function.

Step(1)-Create MainActivity-

public class MainActivity extends Activity {

    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        setContentView(R.layout.activity_main);

        TextView WebSiteone = (TextView) findViewById(R.id.textview1);
        WebSiteone.setText("Go to : google.com");
        Linkify.addLinks(WebSiteone, Linkify.WEB_URLS);

        TextView WebSitetwo = (TextView) findViewById(R.id.textview2);
        WebSitetwo.setText("Go to : Findnerd.com");
        Linkify.addLinks(WebSitetwo, Linkify.WEB_URLS);

        TextView myCustomLink = (TextView) findViewById(R.id.textView3);
        Pattern p1 = Pattern.compile("\\bAndroid+\\b");
        myCustomLink.setText("Click on Android " + 
        "to search it on google");
        Linkify.addLinks(myCustomLink, p1, "http://www.google.ie/search?q=");

    }

    @Override
    public boolean onCreateOptionsMenu(Menu menu) {
        // Inflate the menu; this adds items to the action bar if it is present.
        getMenuInflater().inflate(R.menu.main, menu);
        return true;
    }

}

Step(2)-AndoridManifest.xml

<?xml version="1.0" encoding="utf-8"?>
<manifest xmlns:android="http://schemas.android.com/apk/res/android"
    package="com.example.linkify"
    android:versionCode="1"
    android:versionName="1.0" >

    <uses-sdk
        android:minSdkVersion="8"
        android:targetSdkVersion="17" />
    <uses-permission android:name="android.permission.INTERNET"/>

    <application
        android:allowBackup="true"
        android:icon="@drawable/ic_launcher"
        android:label="@string/app_name"
        android:theme="@style/AppTheme" >
        <activity
            android:name="com.example.linkify.MainActivity"
            android:label="@string/app_name" >
            <intent-filter>
                <action android:name="android.intent.action.MAIN" />

                <category android:name="android.intent.category.LAUNCHER" />
            </intent-filter>
        </activity>
    </application>

</manifest>

Step(3)-Main.xml layout

<RelativeLayout xmlns:android="http://schemas.android.com/apk/res/android"
    xmlns:tools="http://schemas.android.com/tools"
    android:layout_width="match_parent"
    android:layout_height="match_parent"
    android:paddingBottom="@dimen/activity_vertical_margin"
    android:paddingLeft="@dimen/activity_horizontal_margin"
    android:paddingRight="@dimen/activity_horizontal_margin"
    android:paddingTop="@dimen/activity_vertical_margin"
    tools:context=".MainActivity" >

    <TextView
        android:id="@+id/textview1"
        android:layout_width="fill_parent"
        android:layout_height="wrap_content"
        android:layout_alignParentLeft="true"
        android:layout_alignParentTop="true"
        android:layout_marginTop="95dp"
        android:text="hello"
        android:textSize="30dp" />

    <TextView
        android:id="@+id/textview2"
        android:layout_width="fill_parent"
        android:layout_height="wrap_content"
        android:layout_alignParentTop="true"
        android:layout_centerHorizontal="true"
        android:layout_marginTop="186dp"
        android:text="sanfoundry"
        android:textSize="30dp" />

    <TextView
        android:id="@+id/textView3"
        android:layout_width="wrap_content"
        android:layout_height="wrap_content"
        android:layout_alignLeft="@+id/textview2"
        android:layout_alignParentRight="true"
        android:layout_below="@+id/textview2"
        android:layout_marginTop="88dp"
        android:text="Large Text"
        android:textAppearance="?android:attr/textAppearanceLarge" />

</RelativeLayout>