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<HTML>  <HEAD>    <!--SCRIPT LANGUAGE="JavaScript" SRC="http://a1835.g.akamai.net/f/1835/276/3h/www.netlibrary.com/include/js/dictionary_library.js"></SCRIPT>    <SCRIPT LANGUAGE="JavaScript">      if (!opener){document.onkeyup=parent.turnBookPage;}    </SCRIPT!-->    <META HTTP-EQUIV="Cache-Control" CONTENT="no-cache">    <META HTTP-EQUIV="Pragma" CONTENT="no-cache">    <META HTTP-EQUIV="Expires" CONTENT="-1"><META http-equiv="Content-Type" content="text/html; charset=windows-1252"><SCRIPT>var PrevPage="Page_53";var NextPage="Page_55";var CurPage="Page_54";var PageOrder="66";</SCRIPT>  <TITLE>Document</TITLE>  </HEAD>  <BODY BGCOLOR="#FFFFFF"><CENTER><TABLE BORDER=0 WIDTH=100% CELLPADDING=0><TR><TD ALIGN=CENTER>  <TABLE BORDER=0 CELLPADDING=2 CELLSPACING=0 WIDTH=100%>  <TR>  <TD ALIGN=LEFT><A HREF='Page_53.html'>Previous</A></TD>  <TD ALIGN=RIGHT><A HREF='Page_55.html'>Next</A></TD>  </TR>  </TABLE></TD></TR><TR><TD ALIGN=LEFT><P><A NAME='JUMPDEST_Page_54'/><A NAME='{1F7}'/><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR><TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2 COLOR=#FF0000>Page 54</FONT></TD></TR></TABLE><A NAME='{1F8}'/><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=12></TD>  <TD ROWSPAN=5></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD><FONT FACE='Times New Roman, Times, Serif' SIZE=3>Certainly the information generated will provide a good overview on the relationship, if any, between types of businesses and sales of printers. However, this verification type of data mining is limited in several ways. First, it is based on a hunch&#151;that there is a relationship between the industry a company is in and the number of printers it buys or leases. Second, the quality of the extracted information is based on the user's interpretation of the results and is thus subject to error.</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE><A NAME='{1F9}'/><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=12></TD>  <TD ROWSPAN=5></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD><FONT FACE='Times New Roman, Times, Serif' SIZE=3>In another example, an OLAP tool can tell a bookseller about the total number of books it sold for a region during a quarter. Data mining, on the other hand, can tell it about <I>the factors influencing</I> the sales of the books. A typical OLAP report is an aggregate count from several tables:</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE><A NAME='{1FA}'/><TABLE CELLPADDING=0 CELLSPACING=0 BORDER=0 WIDTH='100%'><TR><TD HEIGHT=12></TD></TR><TR><TD><TABLE CELLSPACING=0 WIDTH=583 CELLPADDING=5><TR><TD WIDTH=205 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2><B>Category</B></FONT></TD><TD WIDTH=156 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR><TD ALIGN=CENTER><FONT FACE='Times New Roman, Times, Serif' SIZE=2><B> Amount</B></FONT></TD></TR></TABLE></TD><TD WIDTH=222 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR><TD ALIGN=CENTER><FONT FACE='Times New Roman, Times, Serif' SIZE=2><B>Percentage Variance from Budget</B></FONT></TD></TR></TABLE></TD></TR><TR><TD COLSPAN=3 WIDTH=583 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2><B><I>Product Sales</I></B></FONT></TD></TR><TR><TD WIDTH=205 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2>Fiction</FONT></TD><TD WIDTH=156 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=3><IMG SRC='tab.gif' BORDER=0 WIDTH=3 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>1,847,743.00</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD><TD WIDTH=222 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=9><IMG SRC='tab.gif' BORDER=0 WIDTH=9 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>2.13%</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD></TR><TR><TD WIDTH=205 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2>Nonfiction</FONT></TD><TD WIDTH=156 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=3><IMG SRC='tab.gif' BORDER=0 WIDTH=3 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>606,735.00</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD><TD WIDTH=222 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=9><IMG SRC='tab.gif' BORDER=0 WIDTH=9 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>2.03%</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD></TR><TR><TD WIDTH=205 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2>Periodicals</FONT></TD><TD WIDTH=156 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=3><IMG SRC='tab.gif' BORDER=0 WIDTH=3 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>807,987.00</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD><TD WIDTH=222 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=9><IMG SRC='tab.gif' BORDER=0 WIDTH=9 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>0.19%</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD></TR><TR><TD WIDTH=205 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2>Accessories</FONT></TD><TD WIDTH=156 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=3><IMG SRC='tab.gif' BORDER=0 WIDTH=3 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>532,585.00</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD><TD WIDTH=222 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=9><IMG SRC='tab.gif' BORDER=0 WIDTH=9 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>1.77%</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD></TR><TR><TD WIDTH=205 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2>Total Sales</FONT></TD><TD WIDTH=156 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=3><IMG SRC='tab.gif' BORDER=0 WIDTH=3 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>3,262,465.00</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD><TD WIDTH=222 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=9><IMG SRC='tab.gif' BORDER=0 WIDTH=9 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>1.76%</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD></TR><TR><TD WIDTH=205 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2>Margin</FONT></TD><TD WIDTH=156 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=3><IMG SRC='tab.gif' BORDER=0 WIDTH=3 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>2,189,687.00</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD><TD WIDTH=222 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=9><IMG SRC='tab.gif' BORDER=0 WIDTH=9 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>1.64%</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD></TR><TR><TD WIDTH=205 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2>Total Expenses</FONT></TD><TD WIDTH=156 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=3><IMG SRC='tab.gif' BORDER=0 WIDTH=3 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>1,262,312.00</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD><TD WIDTH=222 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=9><IMG SRC='tab.gif' BORDER=0 WIDTH=9 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>2.04%</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD></TR><TR><TD WIDTH=205 VALIGN=TOP><FONT FACE='Times New Roman, Times, Serif' SIZE=2>Profit</FONT></TD><TD WIDTH=156 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=3><IMG SRC='tab.gif' BORDER=0 WIDTH=3 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>927,375.00</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD><TD WIDTH=222 VALIGN=TOP><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0 WIDTH='100%'><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=1></TD>  <TD ROWSPAN=5 WIDTH=9><IMG SRC='tab.gif' BORDER=0 WIDTH=9 HEIGHT=1></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD ALIGN=RIGHT><FONT FACE='Times New Roman, Times, Serif' SIZE=2>1.07%</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE></TD></TR></TABLE></TD></TR></TABLE><BR><A NAME='{1FB}'/><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=12></TD>  <TD ROWSPAN=5></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD><FONT FACE='Times New Roman, Times, Serif' SIZE=3>Thus, OLAP can tell you about the total number of books sold for this region during this quarter. Data mining can tell you about the patterns of book sales, while statistics can provide another dimension about these sales. Online analytical processing and statistics provide top-down, query-driven analysis, while data mining provides bottom-up, discovery-driven analysis. Data mining requires no assumptions. Rather, it identifies facts or conclusions based on patterns discovered.</FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE><A NAME='{1FC}'/><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=17></TD>  <TD ROWSPAN=5></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD><FONT FACE='Times New Roman, Times, Serif' SIZE=3><B>Website Analysis Tools</B></FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE><A NAME='{1FD}'/><TABLE BORDER=0 CELLSPACING=0 CELLPADDING=0><TR>  <TD ROWSPAN=5></TD>  <TD COLSPAN=3 HEIGHT=12></TD>  <TD ROWSPAN=5></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR><TD></TD>  <TD><FONT FACE='Times New Roman, Times, Serif' SIZE=3>With a firm's website increasingly becoming the first point of contact between a potential client and that company, its importance has increased. Today websites demand full-time design and maintenance</FONT><FONT FACE='Times New Roman, Times, Serif' SIZE=3 COLOR=#FFFF00><!-- continue --></FONT></TD><TD></TD></TR><TR>  <TD COLSPAN=3></TD></TR><TR>  <TD COLSPAN=3 HEIGHT=1></TD></TR></TABLE><A NAME='{1FE}'/></FORM></P></TD></TR></TABLE><P><FONT SIZE=0 COLOR=WHITE></CENTER><A NAME="bottom">&nbsp;</A><!-- netLibrary.com Copyright Notice -->  </BODY></HTML>

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