diff --git a/gipp.bib b/gipp.bib
index 4f8140078bcf66a03f2e4206aae867b738acdb18..e61902cd7b66e9e2509834d1f4ecebc5990a13a1 100644
--- a/gipp.bib
+++ b/gipp.bib
@@ -1246,7 +1246,7 @@
   title     = {Securing Physical Assets on the Blockchain - Linking a novel Object Identification Concept with Distributed Ledgers},
 }
 
-@misc{Leible2018,
+@inproceedings{Leible2018,
   author   = {Leible, Stephan and Schlager, Steffen and Schubotz, Moritz and Gipp, Bela},
   url      = {https://doi.org/10.5281/zenodo.2454725},
   biburl   = {https://zenodo.org/record/2454725/export/hx#.XCJgpMYo8ax},
diff --git a/src/biber/clean.xml b/src/biber/clean.xml
index 952dbbbbe5a8bd7875616e37e95d39794195a4ab..5473f834c1a45510c14fe4dbed3ffa790629b2f5 100644
--- a/src/biber/clean.xml
+++ b/src/biber/clean.xml
@@ -23,6 +23,7 @@
             <map map_overwrite="1" map_foreach="author,editor,translator,booktitle,title,publisher,series">
                 <map_step map_field_source="$MAPLOOP" map_match="[\{\}]" map_replace=""/>
                 <map_step map_field_source="$MAPLOOP" map_match="\\&amp;" map_replace="&amp;"/>
+                <map_step map_field_source="$MAPLOOP" map_match="\\textdash" map_replace="-"/>
             </map>
             <map map_overwrite="1">
                 <map_step map_field_source="doi" map_match="http(s)?://dx.doi.org/" map_replace=""/>
@@ -40,7 +41,6 @@
                 <map_step map_field_set="booktitle" map_origfieldval="1"/>
                 <map_step map_field_source="type"/>
                 <map_step map_field_set="booktitle" map_append="1" map_origfieldval="1" />
-
             </map>
         </maps>
     </sourcemap>
diff --git a/support/findfiles.nb b/support/findfiles.nb
new file mode 100755
index 0000000000000000000000000000000000000000..2f0281e51ed5059fe962ab1395c3fee5d2b21f03
--- /dev/null
+++ b/support/findfiles.nb
@@ -0,0 +1,1039 @@
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Academic Search Engine \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\An Exploratory Analysis of \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Color-and texture-based \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Probabilistic User Modeling \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\User Modeling for Adaptive \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Empirical Analysis of \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Scientific Reference Mining \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Working Knowledge -- How \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Indexing by Latent Semantic \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Federal Statistical Office \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Evaluating Interface \
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+    ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Literature review \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Mibiblio -- personal spaces \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Keyphrase-Based Paper \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A comparison of static, \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Conducting Research \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The citeproc-js Citation \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\mind map -- Your Guide to \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Structured answers for a \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Writing Literature Reviews \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Exploiting hierarchical \
+domain structure to compute similarity.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Health Sciences Literature \
+Review Made Easy - The Matrix Method.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Developing recommendation \
+services for a digital library with uncertain and changing data.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Realizing comprehensive \
+user profile as the core element of adaptive and personalized communication \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Educational and Scientific \
+Recommender Systems - Designing the Information Channels of the Virtual \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Identifying related \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Citation Proximity Analysis \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Scienstein_-_A_Research_\
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Comparative Evaluation of \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Interest drifts in user \
+profiling -- A relevance-based approach and analysis of scenarios.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Using collaborative \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\google financial results \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\About Google \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\search-engine-optimization-\
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Google Scholar- Support for \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Research Paper Recommender \
+Systems - A Random-Walk Based Approach.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Probabilistisches \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Recommender Systems for \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\vokabeltausch feedback zu \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A unified approach to \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\scienceroll aseo feedback - \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Phrase-based document \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Automatic document metadata \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Web Access for Elderly \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Doing a Literature Review - \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Position-Aligned \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Citation recommendation \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Context-aware citation \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Mind-mapping - A successful \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\An algorithmic framework \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Understanding and Improving \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Trust Based Recommendations \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Trust-Based Recommendations \
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+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Trust-enhanced visibility \
+for personalized document recommendations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A linguistically motivated \
+probabilistic model of information retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Learning to personalize.pdf\
+\"\>", ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\An investigation into \
+the concept of mind mapping and the use of mind mapping software to support \
+and improve student academic performance.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Automatic extraction of \
+titles from general documents using machine learning.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\TSSP -- A Reinforcement \
+Algorithm to Find Related Papers.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Recommending Citations -- \
+Translating Papers into References.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Combining Social Networks \
+and Content for Recommendation in a Literature Digital Library.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A graph-based recommender \
+system for digital library.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A detailed analysis of \
+English stemming algorithms.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\'I would like to thank my \
+supervisor' Acknowledgements in graduate dissertations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\scienceroll aseo feedback - \
+user comment  ian.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Tag recommendations in \
+folksonomies.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Recommending academic \
+papers via users' reading purposes.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Framework for Tag-Based \
+Research Paper Recommender System -- An IR Approach.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A statistical \
+interpretation of term specificity and its application in retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Generating Query \
+Substitutions.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Pictures of Relevance -- A \
+Geometric Analysis of Relevance.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Fast Recommendation on \
+Bibliographic Networks.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Fast Recommendation on \
+Bibliographic Networks with Sparse-Matrix Ordering and Partitioning.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Result Diversification in \
+Automatic Citation Recommendation.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Diversifying Citation \
+Recommendations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Recommendation on Academic \
+Networks using Direction Aware Citation Analysis.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Novel Personalized Paper \
+Search System.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Utilizing context in \
+generative bayesian models for linked corpus.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\You Never Walk Alone -- \
+Recommending Academic Events Based on Social Network Analysis.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\User modeling -- Recent \
+work, prospects and hazards.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\User Modeling in Dialog \
+Systems.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Conceptual Recommender \
+System for CiteSeer x.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Recommender systems -- from \
+algorithms to user experience.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Context Aware Citation \
+Recommendation System.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Variations on Language \
+Modeling for Information Retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Einsatz von \
+Recommendersystemen in Bibliotheken.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Generation of user profiles \
+for information filtering - research agenda.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Ike Antkare, one of the \
+great stars in the scientific firmament.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Do You Trust Your \
+Recommendations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Relational retrieval using \
+a combination of path-constrained random walks.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A System for Automatic \
+Personalized Tracking of Scientific Literature on the Web.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Autonomous citation \
+matching.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Autonomous citation \
+indexing and literature browsing using citation context 2004.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Autonomous citation \
+indexing and literature browsing using citation context.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Are your citations \
+clean.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Personalized Academic \
+Research Paper Recommendation System.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Exploring the academic \
+invisible web.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\CiteSeerx -- an \
+architecture and web service design for an academic document search \
+engine.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Ranking of Library and \
+Information Science Researchers -- Comparison of Data Sources for Correlating \
+Citation Data and Expert Judgments.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Paper Recommender for \
+Scientific Literatures Based on Semantic Concept Similarity.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Finding relevant papers \
+based on citation relations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Is searching full text more \
+effective than searching abstracts.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Linkedin _ Talent \
+Solutions.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Content-based Recommender \
+Systems -- State of the Art and Trends.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Development of a stemming \
+algorithm.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Recommending citations with \
+translation model.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Business Intelligence \
+System.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The automatic creation of \
+literature abstracts.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Bringing PageRank to the \
+citation analysis.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The Literature Review -- \
+Six Steps to Success.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Emailvalet -- Learning user \
+preferences for wireless email.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Dimian-Direct Manipulation \
+and Interaction in Pen Based Mind Mapping.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The Effect of Banner \
+Advertising on Internet Purchasing.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A system dynamics approach \
+to study virtual communities.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Collaborative tag \
+recommendations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Social tagging \
+systems.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\On relevance, probabilistic \
+indexing and information retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Metadata Impact on Research \
+Paper Similarity.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A System based on Multiple \
+Criteria Analysis for Scientific Paper Recommendation.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Iems -- Helping Users \
+Manage Email.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Expertise recommender -- a \
+flexible recommendation system and architecture.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Don't look stupid -- \
+avoiding pitfalls when recommending research papers.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Explanation in Recommender \
+Systems.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\How to use JabRef (BibTeX) \
+with Microsoft Word 2003.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Benefits - \
+MindMeister.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Content-boosted \
+collaborative filtering for improved recommendations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\scienceroll aseo \
+feedback.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Mind Map(R) -- A New Way to \
+Teach Patients and Staff.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Ontological user profiling \
+in recommender systems.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Mindjet Press - MindManager \
+2012.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\mindmanager-about.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\list of mind mapping \
+tools.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Optimised Research Paper \
+Recommender System Using Social Tagging.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Einsatz von BibTip als \
+Recommendersystem.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Monster_2011_Annual \
+Report_10_K_Form.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Understanding mind maps in \
+a week.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Multi-criteria \
+Collaborative Filtering Approach for Research Paper Recommendation in \
+Papyres.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\An implementation of a \
+knowledge recommendation system based on similarity among users' profiles.pdf\
+\"\>", ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Joint latent topic \
+models for text and citations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A source independent \
+framework for research paper recommendation.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\netcraft internet \
+statistics 2010.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Implicit Feedback for \
+Recommender Systems.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Direction Awareness in \
+Citation Recommendation.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\list of mind mapping tools \
+at dmoz.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Paper classification for \
+recommendation on research support system papits.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A feature selection for \
+text categorization on research support system Papits.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Research paper \
+recommendation with topic analysis.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Using Viewing Time to Infer \
+User Preference in Recommender Systems.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\BIBTEXing.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\a framework for \
+collaborative, content-based and demographic filtering.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Learning and revising user \
+profiles -- The identification of interesting web sites.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Accurate Information \
+extraction from research papers using conditional random fields (2004 Peng \
+McCallum).pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Collaborative Filtering by \
+Personality Diagnosis.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Recommender Systems \
+Research - A Connection-Centric Survey.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Enabling interoperability \
+for autonomous digital libraries - an API to CiteSeer services.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Service-Oriented \
+Architecture for Digital Libraries.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Software tool for creating \
+outlines and mind maps that generates subtopics automatically.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Using Access Data for Paper \
+Recommendations on arxiv.org.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\mind mapping your way to a \
+better career.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\DL-AgentRecom-A multi-agent \
+based recommendation system for scientific documents.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\An algorithm for suffix \
+stripping.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A critical analysis of \
+vector space model for information retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\DataSift Launches Powerful \
+Twitter Data Analysis And Business Intelligence Platform _ \
+TechCrunch.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Finding Related Papers in \
+Literature Digital Libraries.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\TF-ICF -- A new term \
+weighting scheme for clustering dynamic data streams.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Travel Recommender \
+Systems.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\User modeling via \
+stereotypes.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The Literature Review -- A \
+Step-by-Step Guide for Students.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Using terms from citations \
+for IR -- some first results.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Understanding inverse \
+document frequency -- on theoretical arguments for IDF.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The probability ranking \
+principle in IR.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Relevance weighting of \
+search terms.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Some simple effective \
+approximations to the 2-Poisson model for probabilistic weighted \
+retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The Probabilistic Relevance \
+Framework -- BM25 and Beyond.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Okapi at TREC-3.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\TalkMine -- a soft \
+computing approach to adaptive knowledge recommendation.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Talkmine and the adaptive \
+recommendation project.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Supervised Learning \
+Method for Context-Aware Citation Recommendation in a Large Corpus.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\SAGE offers kind of ASEO \
+tips for authors.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Comparison of How \
+Demographic Data Affects Recommendation.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\An evaluation program for \
+associative indexing.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Automatic text processing \
+-- The transformation, analysis and retrieval of information.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Mathematics and information \
+retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A theory of indexing \
+1974.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The SMART retrieval system \
+- experiments in automatic document processing.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Automatic information \
+organization and retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Associative Document \
+Retrieval Techniques Using Bibliographic Information.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\An evaluation of term \
+dependence models in information retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Computer evaluation of \
+indexing and text processing.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The SMART automatic \
+document retrieval systems - an illustration.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Introduction to modern \
+information retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A theory of term importance \
+in automatic text analysis.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Automatic discovery of \
+synonyms and lexicalizations from the Web.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Semi-markov conditional \
+random fields for information extraction.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Report on the TREC-4 \
+Experiment -- Combining Probablistic and Vector Space Schemes.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Collaborative Filtering \
+Recommender Systems.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Google AdWords Click \
+Through Rates -- 2% is Average But Double Digits is Great.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Utilising User Texts to \
+Improve Recommendations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Collaborative Inference of \
+Sentiments fromTexts.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\ActiveCite -- An \
+interactive system for automatic citation suggestion.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Identifying the original \
+contribution of a document via language modeling.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Implicit user modeling for \
+personalized search.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Classification of document \
+page images based on visual similarity of layout structures.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The importance of stop word \
+removal on recall values in text categorization.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\mindomo - Personalized \
+Advertisement - details.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Document Length \
+Normalization.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Personalisation and \
+recommender systems in digital libraries.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Real-time automatic tag \
+recommendation.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Ontological Technologies \
+for User Modeling.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\downloadcounts freemind \
+all.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\downloadcounts freemind \
+stable windows.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\freemind-stats2008.pdf\"\>",
+    ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Vector images in document \
+retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Finding Science with \
+Science -- Evaluating a Domain and Scientific Ontology User Interface for the \
+Discovery of Scientific Resources.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Recommending citations for \
+academic papers.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\webometrics aseo \
+feedback.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Survey of Collaborative \
+Filtering Techniques.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Scholarly paper \
+recommendation via user's recent research interests.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Telling a Research Story -- \
+Writing a Literature Review.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Some mathematics of \
+information storage and retrieval.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\zotero vs....pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Discriminative Approach \
+to Topic-Based Citation Recommendation.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Utilizing Artificial \
+Learners to Help Overcome the Cold-Start Problem in a Pedagogically Oriented \
+Paper Recommendation System.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Smart Recommendation for an \
+Evolving E-Learning System.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Mining Implicit Ratings for \
+Focused Collaborative Filtering for Paper Recommendations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The design and study of \
+pedagogical paper recommendation.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Multidimensional Paper \
+Recommender - Experiments and Evaluations.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The Pedagogical Value of \
+Papers -- a Collaborative-Filtering based Paper Recommender.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The Social Affordance of a \
+Paper.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\On the pedagogically guided \
+paper recommendation for an evolving web-based learning system.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Keyword clustering for user \
+interest profiling refinement within paper recommender systems.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Recommender system for \
+predicting student performance.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Scholarly Usage Based \
+Recommendations -- Evaluating bX for a Consortium.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Enhancing digital libraries \
+with TechLens.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The problem of concept \
+drift -- definitions and related work.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\OSUSUME -- cross-lingual \
+recommender system for research papers.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Conducting a literature \
+review -- unisa.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Harnessing p2p power in the \
+classroom.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Supporting peer-to-peer \
+user communities.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Lessons from Deploying \
+I-Help.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\A Hybrid, Multi-dimensional \
+Recommender for Journal Articles in a Scientific Digital Library.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Writing a Literature Review \
+-- vu college.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\i-ProSE -- Inferring User \
+Profiles in a Scientific Context.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\xmind email user \
+stats.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\The string-to-string \
+correction problem.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Google Scholar coverage of \
+a multidisciplinary field.pdf\"\>", 
+   ",", "\<\"C:\\\\git\\\\isg-ref-local\\\\pdf\\\\Claper -- Recommend \
+classical papers to beginners.pdf\"\>", 
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