%0 Thesis %1 lager_improving_2021 %A Lager, Adam %C Linköping %D 2021 %K suchmaschinen texttechnologie %T Improving Solr search with Natural Language Processing : an NLP implementation for information retrieval in Solr %U https://www.diva-portal.org/smash/get/diva2:1577525/FULLTEXT01.pdf %X The field of AI is emerging fast and institutions and companies are pushing the limits of impossibility. Natural Language Processing is a branch of AI where the goal is to under- stand human speech and/or text. This technology is used to improve an inverted index, the full text search engine Solr. Solr is open source and has integrated OpenNLP making it a suitable choice for these kinds of operations. NLP-enabled Solr showed great results compared to the Solr that’s currently running on the systems, where NLP-Solr was slightly worse in terms of precision, it excelled at recall and returning the correct documents.

@phdthesis{lager_improving_2021, abstract = {The field of AI is emerging fast and institutions and companies are pushing the limits of impossibility. Natural Language Processing is a branch of AI where the goal is to under- stand human speech and/or text. This technology is used to improve an inverted index, the full text search engine Solr. Solr is open source and has integrated OpenNLP making it a suitable choice for these kinds of operations. NLP-enabled Solr showed great results compared to the Solr that’s currently running on the systems, where NLP-Solr was slightly worse in terms of precision, it excelled at recall and returning the correct documents.}, added-at = {2021-10-02T13:41:53.000+0200}, address = {Linköping}, author = {Lager, Adam}, biburl = {https://www.bibsonomy.org/bibtex/206da0ef8645982885e2fca2568700c05/lepsky}, interhash = {e4dcdafa03ecada90561d189508c8dca}, intrahash = {06da0ef8645982885e2fca2568700c05}, keywords = {suchmaschinen texttechnologie}, language = {en}, school = {Linköping University; Department of Computer and Information Science}, timestamp = {2021-10-02T13:41:53.000+0200}, title = {Improving {Solr} search with {Natural} {Language} {Processing} : an {NLP} implementation for information retrieval in {Solr}}, type = {Bachelorarbeit}, url = {https://www.diva-portal.org/smash/get/diva2:1577525/FULLTEXT01.pdf}, year = 2021 }