Tweak rank/relevance algorithm
authorAdam Dickmeiss <adam@indexdata.dk>
Mon, 17 Sep 2012 10:54:28 +0000 (12:54 +0200)
committerAdam Dickmeiss <adam@indexdata.dk>
Mon, 17 Sep 2012 10:54:28 +0000 (12:54 +0200)
Rank algorithm configurable by 'rank' element inside service. So far
only, attribute 'cluster' is recognized. If cluster="yes", multiple
records inside a cluster boosts higher than single records. This
is default behavior and existing behavior. cluster="no" takes the
average score of each record in a cluster.

58 files changed:
NEWS
doc/pazpar2_conf.xml
src/client.c
src/pazpar2_config.c
src/pazpar2_config.h
src/relevance.c
src/relevance.h
test/test_facets_13.res
test/test_facets_16.res
test/test_facets_24.res
test/test_facets_4.res
test/test_facets_9.res
test/test_filter_12.res
test/test_filter_3.res
test/test_filter_6.res
test/test_filter_9.res
test/test_http.cfg
test/test_http_18.res
test/test_http_28.res
test/test_http_32.res
test/test_http_36.res
test/test_http_42.res
test/test_http_49.res
test/test_http_5.res
test/test_http_60.res
test/test_http_63.res
test/test_http_66.res
test/test_http_72.res
test/test_http_74.res
test/test_http_76.res
test/test_http_79.res
test/test_http_81.res
test/test_icu_9.res
test/test_limit_limitmap_15.res
test/test_limit_limitmap_18.res
test/test_limit_limitmap_21.res
test/test_limit_limitmap_24.res
test/test_limit_limitmap_26.res
test/test_limit_limitmap_28.res
test/test_limit_limitmap_30.res
test/test_limit_limitmap_36.res
test/test_limit_limitmap_4.res
test/test_limit_limitmap_42.res
test/test_limit_limitmap_9.res
test/test_post_10.res
test/test_post_8.res
test/test_solr_13.res
test/test_solr_18.res
test/test_solr_22.res
test/test_solr_25.res
test/test_solr_29.res
test/test_solr_4.res
test/test_solr_9.res
test/test_termlist_block_9.res
test/test_turbomarcxml_4.res
test/test_turbomarcxml_7.res
test/test_url_3.res
test/test_url_6.res

diff --git a/NEWS b/NEWS
index 5cbf7a5..c513062 100644 (file)
--- a/NEWS
+++ b/NEWS
@@ -1,3 +1,10 @@
+
+Rank algorithm configurable by 'rank' element inside service. So far
+only, attribute 'cluster' is recognized. If cluster="yes", multiple
+records inside a cluster boosts higher than single records. This
+is default behavior and existing behavior. cluster="no" takes the
+average score of each record in a cluster.
+
 --- 1.6.17 2012/09/05
 
 Fix bad re-use of connections (connections with changing proxy should not
index 913c753..454cc02 100644 (file)
        </listitem>
        </varlistentry>
 
+       <varlistentry>
+       <term>rank</term>
+       <listitem>
+        <para>
+         Customizes the ranking (relevance) algorithm.
+         Attribute 'cluster' is a boolean
+         that controls whether Pazpar2 should boost ranking for merged
+         records. Is 'yes' by default. A value of 'no' will make
+         Pazpar2 avergage ranking of each record in a cluster.
+        </para>
+        <para>
+         This configuration was added in pazpar2 1.6.18.
+        </para>
+       </listitem>
+       </varlistentry>
+
 <!--       
        <varlistentry>
        <term>set</term>
index efdd7cd..3578173 100644 (file)
@@ -1301,7 +1301,8 @@ int client_parse_query(struct client *cl, const char *query,
     if (!se->relevance)
     {
         // Initialize relevance structure with query terms
-        se->relevance = relevance_create_ccl(se->service->charsets, cn);
+        se->relevance = relevance_create_ccl(se->service->charsets, cn,
+                                             se->service->rank_cluster);
     }
     ccl_rpn_delete(cn);
     return ret_value;
index f0e395f..b45d8ec 100644 (file)
@@ -132,6 +132,7 @@ struct conf_service *service_init(struct conf_server *server,
     service->session_timeout = 60; /* default session timeout */
     service->z3950_session_timeout = 180;
     service->z3950_operation_timeout = 30;
+    service->rank_cluster = 1;
 
     service->charsets = 0;
 
@@ -613,6 +614,21 @@ static struct conf_service *service_create_static(struct conf_server *server,
                 //service_aply_setting(service, name, value);
             }
         }
+        else if (!strcmp((const char *) n->name, "rank"))
+        {
+            char *rank_cluster = (char *) xmlGetProp(n, (xmlChar *) "cluster");
+
+            if (rank_cluster && !strcmp(rank_cluster, "yes"))
+                service->rank_cluster = 1;
+            else if (rank_cluster && !strcmp(rank_cluster, "no"))
+                service->rank_cluster = 0;
+            else
+            {
+                yaz_log(YLOG_FATAL, "service: rank@cluster boolean");
+                return 0;
+            }
+            xmlFree(rank_cluster);
+        }
         else
         {
             yaz_log(YLOG_FATAL, "Bad element: %s", n->name);
index 5eb9c5e..42e7c03 100644 (file)
@@ -116,6 +116,7 @@ struct conf_service
     int session_timeout;
     int z3950_session_timeout;
     int z3950_operation_timeout;
+    int rank_cluster;
 
     int ref_count;
     /* duplicated from conf_server */
index bc9cb1a..b9fc0e1 100644 (file)
@@ -34,6 +34,7 @@ struct relevance
     int vec_len;
     struct word_entry *entries;
     pp2_charset_token_t prt;
+    int rank_cluster;
     NMEM nmem;
 };
 
@@ -147,7 +148,8 @@ static void pull_terms(struct relevance *res, struct ccl_rpn_node *n)
 }
 
 struct relevance *relevance_create_ccl(pp2_charset_fact_t pft,
-                                       struct ccl_rpn_node *query)
+                                       struct ccl_rpn_node *query,
+                                       int rank_cluster)
 {
     NMEM nmem = nmem_create();
     struct relevance *res = nmem_malloc(nmem, sizeof(*res));
@@ -156,6 +158,7 @@ struct relevance *relevance_create_ccl(pp2_charset_fact_t pft,
     res->nmem = nmem;
     res->entries = 0;
     res->vec_len = 1;
+    res->rank_cluster = rank_cluster;
     res->prt = pp2_charset_token_create(pft, "relevance");
     
     pull_terms(res, query);
@@ -228,15 +231,9 @@ void relevance_prepare_read(struct relevance *rel, struct reclist *reclist)
             idfvec[i] = 0;
         else
         {
-            // This conditional may be terribly wrong
-            // It was there to address the situation where vec[0] == vec[i]
-            // which leads to idfvec[i] == 0... not sure about this
-            // Traditional TF-IDF may assume that a word that occurs in every
-            // record is irrelevant, but this is actually something we will
-            // see a lot
-            if ((idfvec[i] = log((float) rel->doc_frequency_vec[0] /
-                            rel->doc_frequency_vec[i])) < 0.0000001)
-                idfvec[i] = 1;
+            /* add one to nominator idf(t,D) to ensure a value > 0 */
+            idfvec[i] = log((float) (1 + rel->doc_frequency_vec[0]) /
+                            rel->doc_frequency_vec[i]);
         }
     }
     // Calculate relevance for each document
@@ -250,7 +247,17 @@ void relevance_prepare_read(struct relevance *rel, struct reclist *reclist)
         for (t = 1; t < rel->vec_len; t++)
         {
             float termfreq = (float) rec->term_frequency_vecf[t];
-            relevance += 100000 * (termfreq * idfvec[t] + 0.0000005);  
+            relevance += 100000 * termfreq * idfvec[t];
+        }
+        if (!rel->rank_cluster)
+        {
+            struct record *record;
+            int cluster_size = 0;
+
+            for (record = rec->records; record; record = record->next)
+                cluster_size++;
+            
+            relevance /= cluster_size;
         }
         rec->relevance_score = relevance;
     }
index 35949c0..c2ffa4a 100644 (file)
@@ -29,7 +29,8 @@ struct record_cluster;
 struct reclist;
 
 struct relevance *relevance_create_ccl(pp2_charset_fact_t pft,
-                                       struct ccl_rpn_node *query);
+                                       struct ccl_rpn_node *query,
+                                       int rank_cluster);
 void relevance_destroy(struct relevance **rp);
 void relevance_newrec(struct relevance *r, struct record_cluster *cluster);
 void relevance_countwords(struct relevance *r, struct record_cluster *cluster,
index 81bb1ea..bbb5448 100644 (file)
@@ -17,7 +17,7 @@
 <md-title>How to program a computer</md-title>
 <md-author>Jack Collins</md-author></location>
 <count>2</count>
-<relevance>240000</relevance>
+<relevance>97311</relevance>
 <recid>content: title how to program a computer author jack collins</recid>
 </hit>
 </show>
\ No newline at end of file
index b42b13e..29137c8 100644 (file)
@@ -17,7 +17,7 @@
 <md-title>How to program a computer</md-title>
 <md-author>Jack Collins</md-author></location>
 <count>2</count>
-<relevance>240000</relevance>
+<relevance>97311</relevance>
 <recid>content: title how to program a computer author jack collins</recid>
 </hit>
 </show>
\ No newline at end of file
index 2048b77..0e3a51d 100644 (file)
@@ -17,7 +17,7 @@
 <md-title>How to program a computer</md-title>
 <md-author>Jack Collins</md-author></location>
 <count>2</count>
-<relevance>28267</relevance>
+<relevance>53554</relevance>
 <recid>content: title how to program a computer author jack collins</recid>
 </hit>
 <hit>
@@ -29,7 +29,7 @@
 <md-title>Computer science &amp; technology</md-title>
 <md-title-remainder>proceedings of a workshop held at the National Bureau of Standards, Gaithersburg, MD, June 3-4, 1976</md-title-remainder>
 <md-date>1977</md-date></location>
-<relevance>23556</relevance>
+<relevance>44628</relevance>
 <recid>content: title computer science technology</recid>
 </hit>
 <hit>
@@ -42,7 +42,7 @@
 <md-date>1973-1980</md-date>
 <md-description>Hebrew and Greek; introductions in English</md-description>
 <md-description>Vols. 2, 8: Missoula, Mont. : Published by Scholars Press for Biblical Research Associates</md-description></location>
-<relevance>23556</relevance>
+<relevance>44628</relevance>
 <recid>content: title the computer bible</recid>
 </hit>
 <hit>
@@ -58,7 +58,7 @@
 <md-date>1971</md-date>
 <md-author>Englund, Carl R</md-author>
 <md-description>&quot;Contract DOT-UT-10003.&quot;</md-description></location>
-<relevance>10095</relevance>
+<relevance>19126</relevance>
 <recid>content: title washington metropolitan area rail computer feasibility study author englund carl r</recid>
 </hit>
 <hit>
@@ -74,7 +74,7 @@
 <md-date>1974</md-date>
 <md-author>Mairs, John W</md-author>
 <md-description>Scale of maps ca. 1:1,000,000</md-description></location>
-<relevance>9815</relevance>
+<relevance>18595</relevance>
 <recid>content: title the puget sound region author mairs john w</recid>
 </hit>
 <hit>
@@ -86,7 +86,7 @@
 <md-title>Computer processing of dynamic images from an Anger scintillation camera</md-title>
 <md-title-remainder>the proceedings of a workshop</md-title-remainder>
 <md-date>1974</md-date></location>
-<relevance>7067</relevance>
+<relevance>13388</relevance>
 <recid>content: title computer processing of dynamic images from an anger scintillation camera</recid>
 </hit>
 <hit>
@@ -98,7 +98,7 @@
 <md-title>The use of passwords for controlled access to computer resources</md-title>
 <md-date>1977</md-date>
 <md-author>Wood, Helen M</md-author></location>
-<relevance>7067</relevance>
+<relevance>13388</relevance>
 <recid>content: title the use of passwords for controlled access to computer resources author wood helen m</recid>
 </hit>
 <hit>
index 0e88890..c3bcbb2 100644 (file)
@@ -17,7 +17,7 @@
 <md-title>How to program a computer</md-title>
 <md-author>Jack Collins</md-author></location>
 <count>2</count>
-<relevance>36996</relevance>
+<relevance>69043</relevance>
 <recid>content: title how to program a computer author jack collins</recid>
 </hit>
 <hit>
@@ -29,7 +29,7 @@
 <md-title>Computer science &amp; technology</md-title>
 <md-title-remainder>proceedings of a workshop held at the National Bureau of Standards, Gaithersburg, MD, June 3-4, 1976</md-title-remainder>
 <md-date>1977</md-date></location>
-<relevance>30830</relevance>
+<relevance>57536</relevance>
 <recid>content: title computer science technology</recid>
 </hit>
 <hit>
@@ -42,7 +42,7 @@
 <md-date>1973-1980</md-date>
 <md-description>Hebrew and Greek; introductions in English</md-description>
 <md-description>Vols. 2, 8: Missoula, Mont. : Published by Scholars Press for Biblical Research Associates</md-description></location>
-<relevance>30830</relevance>
+<relevance>57536</relevance>
 <recid>content: title the computer bible</recid>
 </hit>
 <hit>
@@ -58,7 +58,7 @@
 <md-date>1974</md-date>
 <md-author>Mairs, John W</md-author>
 <md-description>Scale of maps ca. 1:1,000,000</md-description></location>
-<relevance>12845</relevance>
+<relevance>23973</relevance>
 <recid>content: title the puget sound region author mairs john w</recid>
 </hit>
 <hit>
@@ -70,7 +70,7 @@
 <md-title>Computer processing of dynamic images from an Anger scintillation camera</md-title>
 <md-title-remainder>the proceedings of a workshop</md-title-remainder>
 <md-date>1974</md-date></location>
-<relevance>9249</relevance>
+<relevance>17260</relevance>
 <recid>content: title computer processing of dynamic images from an anger scintillation camera</recid>
 </hit>
 <hit>
index 4724806..24568bc 100644 (file)
@@ -17,7 +17,7 @@
 <md-title>How to program a computer</md-title>
 <md-author>Jack Collins</md-author></location>
 <count>2</count>
-<relevance>240000</relevance>
+<relevance>97311</relevance>
 <recid>content: title how to program a computer author jack collins</recid>
 </hit>
 </show>
\ No newline at end of file
index 0f10df7..9d1eadd 100644 (file)
@@ -26,7 +26,7 @@
 <md-subject>Leno, Jay</md-subject>
 <md-subject>Talk shows</md-subject>
 <md-description tag="500">Includes index</md-description></location>
-<relevance>27070</relevance>
+<relevance>51972</relevance>
 <recid>content: title the late shift author carter bill medium book</recid>
 </hit>
 <hit>
@@ -43,7 +43,7 @@
 <md-subject>Bible</md-subject>
 <md-description tag="500">Hebrew and Greek; introductions in English</md-description>
 <md-description tag="500">Vols. 2, 8: Missoula, Mont. : Published by Scholars Press for Biblical Research Associates</md-description></location>
-<relevance>17402</relevance>
+<relevance>33410</relevance>
 <recid>content: title the computer bible author medium book</recid>
 </hit>
 <hit>
@@ -64,7 +64,7 @@
 <md-subject>Greece</md-subject>
 <md-description tag="500">Reprint of the 1909 ed., which was issued as the 1904-1906 Gifford lectures</md-description>
 <md-description tag="504">Includes bibliographical references</md-description></location>
-<relevance>15187</relevance>
+<relevance>29158</relevance>
 <recid>content: title the religious teachers of greece author adam james medium book</recid>
 </hit>
 <hit>
@@ -85,7 +85,7 @@
 <md-subject>Puget Sound region (Wash.)</md-subject>
 <md-description tag="500">Scale of maps ca. 1:1,000,000</md-description>
 <md-description tag="504">Bibliography: p. 4</md-description></location>
-<relevance>13051</relevance>
+<relevance>25058</relevance>
 <recid>content: title the puget sound region author mairs john w medium book</recid>
 </hit>
 <hit>
 <md-date>1977</md-date>
 <md-subject>Tomography</md-subject>
 <md-description tag="504">Includes bibliographical references and index</md-description></location>
-<relevance>10876</relevance>
+<relevance>20881</relevance>
 <recid>content: title reconstruction tomography in diagnostic radiology and nuclear medicine author medium book</recid>
 </hit>
 <hit>
 <md-subject>Scintillation cameras</md-subject>
 <md-subject>Imaging systems in medicine</md-subject>
 <md-description tag="504">Includes bibliographical references and index</md-description></location>
-<relevance>8701</relevance>
+<relevance>16705</relevance>
 <recid>content: title computer processing of dynamic images from an anger scintillation camera author medium book</recid>
 </hit>
 <hit>
 <md-subject>Dropouts</md-subject>
 <md-description tag="533">Microfiche</md-description>
 <md-description tag="500">Distributed to depository libraries in microfiche</md-description></location>
-<relevance>7251</relevance>
+<relevance>13921</relevance>
 <recid>content: title dealing with dropouts author paulu nancy medium</recid>
 </hit>
 <hit>
 <md-subject>Handicapped children</md-subject>
 <md-description tag="533">Microfiche</md-description>
 <md-description tag="500">Distributed to depository libraries in microfiche</md-description></location>
-<relevance>6960</relevance>
+<relevance>13364</relevance>
 <recid>content: title national dissemination model for the i m special program of physical education for the handicapped author medium</recid>
 </hit>
 <hit>
 <md-date>1977</md-date>
 <md-author>Wood, Helen M</md-author>
 <md-subject>Computers</md-subject></location>
-<relevance>5220</relevance>
+<relevance>10023</relevance>
 <recid>content: title the use of passwords for controlled access to computer resources author wood helen m medium book</recid>
 </hit>
 <hit>
 <md-title-remainder>proceedings of a workshop held at the National Bureau of Standards, Gaithersburg, MD, June 3-4, 1976</md-title-remainder>
 <md-date>1977</md-date>
 <md-subject>Optical pattern recognition</md-subject></location>
-<relevance>3107</relevance>
+<relevance>5966</relevance>
 <recid>content: title computer science technology author medium book</recid>
 </hit>
 <hit>
 <md-description tag="500">Distributed to depository libraries in microfiche</md-description>
 <md-description tag="500">&quot;December 1984.&quot;</md-description>
 <md-description tag="500">Includes indexes</md-description></location>
-<relevance>1740</relevance>
+<relevance>3341</relevance>
 <recid>content: title technology programs that work author medium book</recid>
 </hit>
 <hit>
index 832dc9c..2b390e9 100644 (file)
@@ -26,7 +26,7 @@
 <md-subject>Leno, Jay</md-subject>
 <md-subject>Talk shows</md-subject>
 <md-description tag="500">Includes index</md-description></location>
-<relevance>27070</relevance>
+<relevance>51972</relevance>
 <recid>content: title the late shift author carter bill medium book</recid>
 </hit>
 <hit>
@@ -43,7 +43,7 @@
 <md-subject>Bible</md-subject>
 <md-description tag="500">Hebrew and Greek; introductions in English</md-description>
 <md-description tag="500">Vols. 2, 8: Missoula, Mont. : Published by Scholars Press for Biblical Research Associates</md-description></location>
-<relevance>17402</relevance>
+<relevance>33410</relevance>
 <recid>content: title the computer bible author medium book</recid>
 </hit>
 <hit>
@@ -64,7 +64,7 @@
 <md-subject>Greece</md-subject>
 <md-description tag="500">Reprint of the 1909 ed., which was issued as the 1904-1906 Gifford lectures</md-description>
 <md-description tag="504">Includes bibliographical references</md-description></location>
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@@ -85,7 +85,7 @@
 <md-subject>Puget Sound region (Wash.)</md-subject>
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 <md-description tag="504">Bibliography: p. 4</md-description></location>
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 <md-description tag="504">Includes bibliographical references and index</md-description></location>
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 </hit>
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-<relevance>6960</relevance>
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 </hit>
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 <md-author>Wood, Helen M</md-author>
 <md-subject>Computers</md-subject></location>
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+<relevance>10023</relevance>
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 </hit>
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 <md-date>1977</md-date>
 <md-subject>Optical pattern recognition</md-subject></location>
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+<relevance>5966</relevance>
 <recid>content: title computer science technology author medium book</recid>
 </hit>
 <hit>
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 <md-description tag="500">Includes indexes</md-description></location>
-<relevance>1740</relevance>
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 <recid>content: title technology programs that work author medium book</recid>
 </hit>
 <hit>
index 07bccc8..8aa054d 100644 (file)
@@ -19,7 +19,7 @@
 <md-subject>Bible</md-subject>
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 <md-description tag="500">Vols. 2, 8: Missoula, Mont. : Published by Scholars Press for Biblical Research Associates</md-description></location>
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@@ -40,7 +40,7 @@
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 <md-description tag="504">Bibliography: p. 4</md-description></location>
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+<relevance>70500</relevance>
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@@ -56,7 +56,7 @@
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 <md-subject>Tomography</md-subject>
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@@ -76,7 +76,7 @@
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@@ -90,7 +90,7 @@
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 <md-subject>Optical pattern recognition</md-subject></location>
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index 07bccc8..8aa054d 100644 (file)
@@ -19,7 +19,7 @@
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@@ -40,7 +40,7 @@
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@@ -56,7 +56,7 @@
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@@ -76,7 +76,7 @@
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 <md-subject>Optical pattern recognition</md-subject></location>
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@@ -30,7 +30,7 @@
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index 7964d8b..c8675c8 100644 (file)
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index 1d39bd2..8f79d6f 100644 (file)
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\ No newline at end of file
index 419fce4..c101e40 100644 (file)
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 <md-date>1999</md-date>
 <md-author>De Villiers, Marq</md-author>
 <md-medium>book</md-medium></location>
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 <md-author>Baker, M. N</md-author>
 <md-medium>book</md-medium></location>
 <count>2</count>
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 <hit>
@@ -53,7 +53,7 @@
 <md-author>Majeed, Abdul</md-author>
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 <md-medium>book</md-medium></location>
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 <recid>content: title water author majeed abdul medium book</recid>
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 <hit>
@@ -70,7 +70,7 @@
 <md-description>Includes index</md-description>
 <md-description>Examines major environmental issues surrounding water, giving examples of attempts to solve global problems and sources for more information</md-description>
 <md-medium>book</md-medium></location>
-<relevance>18501</relevance>
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 <recid>content: title water author grant pamela medium book</recid>
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 <hit>
@@ -86,7 +86,7 @@
 <md-author>Fisher, D. E</md-author>
 <md-description>Includes index</md-description>
 <md-medium>book</md-medium></location>
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 </hit>
 <hit>
 <md-description>Issued also in French under title: Notions élémentaires sur l&apos;eau douce : questions et réponses</md-description>
 <md-description>Includes index</md-description>
 <md-medium>book</md-medium></location>
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 <recid>content: title a primer on fresh water medium book</recid>
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 <hit>
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 <md-author>Thresh, John Clough</md-author>
 <md-medium>book</md-medium></location>
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 <recid>content: title water and water supplies author thresh john clough medium book</recid>
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 <hit>
 <md-description>&quot;September 1999.&quot;</md-description>
 <md-medium>book</md-medium></location>
 <count>2</count>
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 <recid>content: title water quality assessment of the state water project medium book</recid>
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 <md-author>Mason, William Pitt</md-author>
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 <hit>
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 <md-author>Farnham, Henry P</md-author>
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 <recid>content: title the law of waters and water rights author farnham henry p medium book</recid>
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 <hit>
 <md-description>With reference to India</md-description>
 <md-medium>book</md-medium></location>
 <count>2</count>
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 <recid>content: title water in press medium book</recid>
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 <hit>
 <md-description>&quot;EPA/600/R-00/025.&quot;</md-description>
 <md-description>&quot;EPA Contract 68-C7-0011, work assignment 0-38.&quot;</md-description>
 <md-medium>book</md-medium></location>
-<relevance>13636</relevance>
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 <recid>content: title regulations on the disposal of arsenic residuals from drinking water treatment plants medium book</recid>
 </hit>
 <hit>
 <md-author>Bryan, Michelle</md-author>
 <md-description>&quot;A joint publication of Legislative Environmental Policy Office, Environmental Quality Council [and] Montana University System, Water Center&quot;</md-description>
 <md-medium>book</md-medium></location>
-<relevance>13199</relevance>
+<relevance>19700</relevance>
 <recid>content: title a guide to montana water quality regulation author bryan michelle medium book</recid>
 </hit>
 <hit>
 <md-date>2001</md-date>
 <md-description>Collection of articles with reference to India</md-description>
 <md-medium>book</md-medium></location>
-<relevance>13131</relevance>
+<relevance>19599</relevance>
 <recid>content: title water technology management medium book</recid>
 </hit>
 <hit>
 <md-author>Bauer, Steve</md-author>
 <md-description>&quot;This document was developed for US Environmental Protection Agency, Region 10, Seattle Washington, with the Idaho Water Resources Institute, University of Idaho.&quot;</md-description>
 <md-medium>book</md-medium></location>
-<relevance>13016</relevance>
+<relevance>19427</relevance>
 <recid>content: title aquatic habitat indicators and their application to water quality objectives within the clean water act author bauer steve medium book</recid>
 </hit>
 <hit>
 <md-author>Saffran, Karen Anita</md-author>
 <md-description>&quot;March 1997.&quot;</md-description>
 <md-medium>book</md-medium></location>
-<relevance>12929</relevance>
+<relevance>19297</relevance>
 <recid>content: title an empirical analysis of water temperature and dissolved oxygen conditions in the red deer river author saffran karen anita medium book</recid>
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 <hit>
 <md-description>&quot;June 1999.&quot;</md-description>
 <md-description>&quot;GI-252&quot;--Cover</md-description>
 <md-medium>book</md-medium></location>
-<relevance>12626</relevance>
+<relevance>18845</relevance>
 <recid>content: title surface water quality monitoring procedures manual medium book</recid>
 </hit>
 <hit>
 <md-title-remainder>proceedings</md-title-remainder>
 <md-date>1997</md-date>
 <md-medium>book</md-medium></location>
-<relevance>12323</relevance>
+<relevance>18393</relevance>
 <recid>content: title international conference on management of drinking water resources chennai december medium book</recid>
 </hit>
 <hit>
 <md-title>Mercados e instituciones de aguas en Bolivia</md-title>
 <md-date>1998</md-date>
 <md-medium>book</md-medium></location>
-<relevance>12121</relevance>
+<relevance>18091</relevance>
 <recid>content: title mercados e instituciones de aguas en bolivia medium book</recid>
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 <md-title>Water law</md-title>
 <md-date>2000</md-date>
 <md-medium>book</md-medium></location>
-<relevance>12121</relevance>
+<relevance>18091</relevance>
 <recid>content: title water law medium book</recid>
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\ No newline at end of file
index 5da3757..e2a4318 100644 (file)
@@ -16,7 +16,7 @@
 <md-title-remainder>fast &amp; easy</md-title-remainder>
 <md-date>2001</md-date>
 <md-author>Woodward, C. Michael</md-author></location>
-<relevance>43542</relevance>
+<relevance>49512</relevance>
 <recid>content: title adobe illustrator for the mac author woodward c michael</recid>
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  name="LOC (SOLR)" checksum="3924860916">
 <md-title>Advanced computer performance modeling and simulation</md-title>
 <md-date>1998</md-date></location>
-<relevance>43542</relevance>
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 <recid>content: title advanced computer performance modeling and simulation</recid>
 </hit>
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@@ -42,7 +42,7 @@
 <md-date>2000</md-date>
 <md-author>Aldrich, Richard W</md-author>
 <md-description>&quot;April 2000.&quot;</md-description></location>
-<relevance>43542</relevance>
+<relevance>49512</relevance>
 <recid>content: title cyberterrorism and computer crimes author aldrich richard w</recid>
 </hit>
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@@ -56,7 +56,7 @@
 <md-title-remainder>talks with Bonnie Nardi, Jakob Nielsen, David Smith, Austin Henderson &amp; Jed Harris, Terry Winograd, Stephanie Rosenbaum</md-title-remainder>
 <md-date>2000</md-date>
 <md-author>Kaasgaard, Klaus</md-author></location>
-<relevance>39913</relevance>
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 <recid>content: title software design and usability author kaasgaard klaus</recid>
 </hit>
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@@ -70,7 +70,7 @@
 <md-date>2000</md-date>
 <md-author>Knittel, John</md-author>
 <md-description>Explains what computer hacking is, who does it, and how dangerous it can be</md-description></location>
-<relevance>38170</relevance>
+<relevance>43403</relevance>
 <recid>content: title everything you need to know about the dangers of computer hacking author knittel john</recid>
 </hit>
 <hit>
@@ -82,7 +82,7 @@
 <md-title>Computer peripherals</md-title>
 <md-date>1995</md-date>
 <md-author>Cook, Barry M</md-author></location>
-<relevance>38099</relevance>
+<relevance>43323</relevance>
 <recid>content: title computer peripherals author cook barry m</recid>
 </hit>
 <hit>
@@ -95,7 +95,7 @@
 <md-date>1994</md-date>
 <md-description>&quot;For kids and their parents&quot;--Cover</md-description>
 <md-description>Discusses a variety of educational and game software for children  with suggestions for setting up a computer system. Includes a 3 1/2 in. disk with 6 shareware programs for children</md-description></location>
-<relevance>33463</relevance>
+<relevance>38051</relevance>
 <recid>content: title kids computer book</recid>
 </hit>
 <hit>
 <md-title>Computer friendly</md-title>
 <md-date>1999</md-date>
 <md-author>Steinbacher, Raymond</md-author></location>
-<relevance>32656</relevance>
+<relevance>37134</relevance>
 <recid>content: title computer friendly author steinbacher raymond</recid>
 </hit>
 <hit>
 <md-description>&quot;May 1999.&quot;</md-description>
 <md-description>&quot;NZLC R54&quot;--T.p. verso</md-description>
 <md-description>&quot;Also published as Parliamentary Paper E 31AO&quot;--T.p. verso</md-description></location>
-<relevance>32656</relevance>
+<relevance>37134</relevance>
 <recid>content: title computer misuse</recid>
 </hit>
 <hit>
 <md-title-remainder>a top-down approach featuring the Internet</md-title-remainder>
 <md-date>2001</md-date>
 <md-author>Ross, Keith W</md-author></location>
-<relevance>32656</relevance>
+<relevance>37134</relevance>
 <recid>content: title computer networking author ross keith w</recid>
 </hit>
 <hit>
 <md-date>1998</md-date>
 <md-author>Davis, Phyllis</md-author>
 <md-description>Includes index</md-description></location>
-<relevance>32656</relevance>
+<relevance>37134</relevance>
 <recid>content: title coreldraw for windows author davis phyllis</recid>
 </hit>
 <hit>
 <md-author>Langer, Maria</md-author>
 <md-description>Includes index</md-description>
 <md-description>&quot;Covers Quicken deluxe 2000 for the Mac&quot;--Cover</md-description></location>
-<relevance>32656</relevance>
+<relevance>37134</relevance>
 <recid>content: title quicken for the mac author langer maria</recid>
 </hit>
 <hit>
  name="LOC (SOLR)" checksum="932616346">
 <md-title>Sicherheit und Schutz im Netz</md-title>
 <md-date>1998</md-date></location>
-<relevance>32656</relevance>
+<relevance>37134</relevance>
 <recid>content: title sicherheit und schutz im netz</recid>
 </hit>
 <hit>
 <md-date>1999</md-date>
 <md-author>Carasik, Anne H</md-author>
 <md-description>Includes index</md-description></location>
-<relevance>32656</relevance>
+<relevance>37134</relevance>
 <recid>content: title unix secure shell author carasik anne h</recid>
 </hit>
 <hit>
 <md-title-remainder>proceedings, 11-13 October 1999, Boston, Massachusetts</md-title-remainder>
 <md-date>1999</md-date>
 <md-description>&quot;IEEE catalog number 99EX370&quot;--T.p. verso</md-description></location>
-<relevance>30842</relevance>
+<relevance>35071</relevance>
 <recid>content: title eight international conference on computer communications and networks</recid>
 </hit>
 <hit>
 <md-date>2000</md-date>
 <md-author>Farley, Marc</md-author>
 <md-description>Includes index</md-description></location>
-<relevance>29028</relevance>
+<relevance>33008</relevance>
 <recid>content: title building storage networks author farley marc</recid>
 </hit>
 <hit>
 <md-date>1999</md-date>
 <md-author>Malaga, Ernie</md-author>
 <md-description>Includes index</md-description></location>
-<relevance>29028</relevance>
+<relevance>33008</relevance>
 <recid>content: title complete cl author malaga ernie</recid>
 </hit>
 <hit>
 <md-title-remainder>real-time rendering and software technology</md-title-remainder>
 <md-date>2001</md-date>
 <md-author>Watt, Alan H</md-author></location>
-<relevance>29028</relevance>
+<relevance>33008</relevance>
 <recid>content: title d games author watt alan h</recid>
 </hit>
 <hit>
 <md-title>Java applications strategies for the AS/400</md-title>
 <md-date>1999</md-date>
 <md-author>Denoncourt, Don</md-author></location>
-<relevance>29028</relevance>
+<relevance>33008</relevance>
 <recid>content: title java applications strategies for the as author denoncourt don</recid>
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 <hit>
 <md-author>Loudon, Kyle</md-author>
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 <md-description>Includes index</md-description></location>
-<relevance>29028</relevance>
+<relevance>33008</relevance>
 <recid>content: title mastering algorithms with c author loudon kyle</recid>
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\ No newline at end of file
index d21e518..cbf7a34 100644 (file)
@@ -19,7 +19,7 @@ under development to replace the printed Bibliography of Marine Geology</md-desc
 <md-description tag="513">1692-PRESENT</md-description>
 <md-test-usersetting-2>test-usersetting-2 data: 
 </md-test-usersetting-2></location>
-<relevance>9416</relevance>
+<relevance>11882</relevance>
 <recid>content: title bibliography of maine geology author medium book</recid>
 </hit>
 <hit>
index 1a1a40b..5268bf3 100644 (file)
@@ -12,7 +12,7 @@
  name="gils" checksum="2074161109">
 <md-title>BIBLIOGRAPHY OF MAINE GEOLOGY</md-title>
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-<relevance>9416</relevance>
+<relevance>11882</relevance>
 <recid>content: title bibliography of maine geology</recid>
 </hit>
 <hit>
index b907948..6a73ea2 100644 (file)
@@ -17,7 +17,7 @@
 <md-title>How to program a computer</md-title>
 <md-author>Jack Collins</md-author></location>
 <count>2</count>
-<relevance>25286</relevance>
+<relevance>48160</relevance>
 <recid>content: title how to program a computer author jack collins medium book</recid>
 </hit>
 <hit>
@@ -30,7 +30,7 @@
 <md-date>1973-1980</md-date>
 <md-description tag="500">Hebrew and Greek; introductions in English</md-description>
 <md-description tag="500">Vols. 2, 8: Missoula, Mont. : Published by Scholars Press for Biblical Research Associates</md-description></location>
-<relevance>21072</relevance>
+<relevance>40134</relevance>
 <recid>content: title the computer bible author medium book</recid>
 </hit>
 <hit>
@@ -42,7 +42,7 @@
 <md-title>Computer science &amp; technology</md-title>
 <md-title-remainder>proceedings of a workshop held at the National Bureau of Standards, Gaithersburg, MD, June 3-4, 1976</md-title-remainder>
 <md-date>1977</md-date></location>
-<relevance>15804</relevance>
+<relevance>30100</relevance>
 <recid>content: title computer science technology author medium book</recid>
 </hit>
 <hit>
@@ -54,7 +54,7 @@
 <md-title>A plan for community college computer development</md-title>
 <md-date>1971</md-date>
 <md-description tag="500">Cover title</md-description></location>
-<relevance>9030</relevance>
+<relevance>17200</relevance>
 <recid>content: title a plan for community college computer development author medium book</recid>
 </hit>
 <hit>
@@ -70,7 +70,7 @@
 <md-date>1971</md-date>
 <md-author>Englund, Carl R</md-author>
 <md-description tag="500">&quot;Contract DOT-UT-10003.&quot;</md-description></location>
-<relevance>9030</relevance>
+<relevance>17200</relevance>
 <recid>content: title washington metropolitan area rail computer feasibility study author englund carl r medium book</recid>
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 <hit>
@@ -87,7 +87,7 @@
 <md-author>Mairs, John W</md-author>
 <md-description tag="500">Scale of maps ca. 1:1,000,000</md-description>
 <md-description tag="504">Bibliography: p. 4</md-description></location>
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+<relevance>16722</relevance>
 <recid>content: title the puget sound region author mairs john w medium book</recid>
 </hit>
 <hit>
 <md-title-remainder>the proceedings of a workshop</md-title-remainder>
 <md-date>1974</md-date>
 <md-description tag="504">Includes bibliographical references and index</md-description></location>
-<relevance>6321</relevance>
+<relevance>12040</relevance>
 <recid>content: title computer processing of dynamic images from an anger scintillation camera author medium book</recid>
 </hit>
 <hit>
 <md-title>The use of passwords for controlled access to computer resources</md-title>
 <md-date>1977</md-date>
 <md-author>Wood, Helen M</md-author></location>
-<relevance>6321</relevance>
+<relevance>12040</relevance>
 <recid>content: title the use of passwords for controlled access to computer resources author wood helen m medium book</recid>
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index f9081d6..e072116 100644 (file)
@@ -13,7 +13,7 @@
 <md-title>APPLIED GEOLOGY FILE</md-title>
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 <md-description tag="513">1970-PRESENT</md-description></location>
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 <md-title>UTAH GEOLOGICAL AND MINERAL SURVEY PUBLICATIONS</md-title>
 <md-description tag="520">Publications of the Utah Geological and Mineral Survey include reports of investigation, special studies, bulletins, open-file reports, geologic map of Utah, publications of geological societies, geologic and oil and mineral maps, coal monographs, circulars, water resource bulletins, and reprints of articles</md-description>
 <md-description tag="513">-PRESENT</md-description></location>
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 <recid>content: title utah geological and mineral survey publications author medium book</recid>
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