private void setLinkClickable(final SpannableStringBuilder clickableHtmlBuilder,
      final URLSpan urlSpan) {
    int start = clickableHtmlBuilder.getSpanStart(urlSpan);
    int end = clickableHtmlBuilder.getSpanEnd(urlSpan);
    int flags = clickableHtmlBuilder.getSpanFlags(urlSpan);
    ClickableSpan clickableSpan = new ClickableSpan() {
          public void onClick(View view) {
            //Do something with URL here.
         
          }
    };
    clickableHtmlBuilder.setSpan(clickableSpan, start, end, flags);
}

private CharSequence getClickableHtml(String html) {
    Spanned spannedHtml = Html.fromHtml(html);
    SpannableStringBuilder clickableHtmlBuilder = new SpannableStringBuilder(spannedHtml);
    URLSpan[] urls = clickableHtmlBuilder.getSpans(0, spannedHtml.length(), URLSpan.class);
    for(final URLSpan span : urls) {
      setLinkClickable(clickableHtmlBuilder, span);
    }
    return clickableHtmlBuilder;
}

TextView myTextView = (TextView)findViewById(R.id.myTextView);
  String url = "This is a page with lots of URLs. <a href=/"http://VeVB.COm/">VeVB.COm</> " +
          "This left is a very good blog. There are so many great blogs there. You can find what" +
          "you want in that blog."
          + "The Next Link is <a href=/"http://www.google.com.hk/">Google HK</a>";
  myTextView.setText(getClickableHtml(url));

public void onClick(View view) {
  Log.i(LOGTAG, "onClick url=" + urlSpan.getURL() );
    Intent intent = new Intent(Intent.ACTION_VIEW);
  intent.setData(Uri.parse(urlSpan.getURL()));
  intent.setPackage("com.mx.browser");
  startActivity(intent);
}

<TextView
    android:layout_width="wrap_content"
    android:layout_height="wrap_content"
    android:text="@string/hello_world"
    android:id="@+id/myTextView"
    android:autoLink="web"
/>