{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T11:55:03Z","timestamp":1771934103834,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":82,"publisher":"ACM","license":[{"start":{"date-parts":[[2021,9,13]],"date-time":"2021-09-13T00:00:00Z","timestamp":1631491200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,9,13]]},"DOI":"10.1145\/3460231.3474243","type":"proceedings-article","created":{"date-parts":[[2021,9,13]],"date-time":"2021-09-13T21:45:02Z","timestamp":1631569502000},"page":"154-165","source":"Crossref","is-referenced-by-count":23,"title":["Sparse Feature Factorization for Recommender Systems with Knowledge Graphs"],"prefix":"10.1145","author":[{"given":"Vito Walter","family":"Anelli","sequence":"first","affiliation":[{"name":"Polytechnic University of Bari, Italy"}]},{"given":"Tommaso","family":"Di Noia","sequence":"additional","affiliation":[{"name":"Polytechnic University of Bari, Italy"}]},{"given":"Eugenio","family":"Di Sciascio","sequence":"additional","affiliation":[{"name":"Politecnico di Bari, Italy"}]},{"given":"Antonio","family":"Ferrara","sequence":"additional","affiliation":[{"name":"Politecnico di Bari, Italy"}]},{"given":"Alberto Carlo Maria","family":"Mancino","sequence":"additional","affiliation":[{"name":"Politecnico di Bari, Italy"}]}],"member":"320","published-online":{"date-parts":[[2021,9,13]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference","author":"Abdollahpouri Himan","year":"2019","unstructured":"Himan Abdollahpouri , Robin Burke , and Bamshad Mobasher . 2019 . Managing Popularity Bias in Recommender Systems with Personalized Re-Ranking . In Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference , Sarasota, Florida, USA , May 19-22 2019, Roman Bart\u00e1k and Keith\u00a0W. Brawner (Eds.). AAAI Press, 413\u2013418. https:\/\/aaai.org\/ocs\/index.php\/FLAIRS\/FLAIRS19\/paper\/view\/18199 Himan Abdollahpouri, Robin Burke, and Bamshad Mobasher. 2019. Managing Popularity Bias in Recommender Systems with Personalized Re-Ranking. In Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, Sarasota, Florida, USA, May 19-22 2019, Roman Bart\u00e1k and Keith\u00a0W. Brawner (Eds.). AAAI Press, 413\u2013418. https:\/\/aaai.org\/ocs\/index.php\/FLAIRS\/FLAIRS19\/paper\/view\/18199"},{"key":"e_1_3_2_2_2_1","volume-title":"Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys","author":"Abdollahpouri Himan","year":"2019","unstructured":"Himan Abdollahpouri , Masoud Mansoury , Robin Burke , and Bamshad Mobasher . 2019. The Unfairness of Popularity Bias in Recommendation . In Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019 ), Copenhagen, Denmark, September 20, 2019(CEUR Workshop Proceedings, Vol.\u00a02440), Robin Burke, Himan Abdollahpouri, Edward\u00a0C. Malthouse , K.\u00a0P. Thai, and Yongfeng Zhang (Eds.). CEUR-WS.org. http:\/\/ceur-ws.org\/Vol-2440\/paper4.pdf Himan Abdollahpouri, Masoud Mansoury, Robin Burke, and Bamshad Mobasher. 2019. The Unfairness of Popularity Bias in Recommendation. In Proceedings of the Workshop on Recommendation in Multi-stakeholder Environments co-located with the 13th ACM Conference on Recommender Systems (RecSys 2019), Copenhagen, Denmark, September 20, 2019(CEUR Workshop Proceedings, Vol.\u00a02440), Robin Burke, Himan Abdollahpouri, Edward\u00a0C. Malthouse, K.\u00a0P. Thai, and Yongfeng Zhang (Eds.). CEUR-WS.org. http:\/\/ceur-ws.org\/Vol-2440\/paper4.pdf"},{"key":"e_1_3_2_2_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2011.15"},{"key":"e_1_3_2_2_4_1","volume-title":"Proceedings of the 12th ACM Conference on Recommender Systems, RecSys 2018","author":"Anelli Vito\u00a0Walter","year":"2018","unstructured":"Vito\u00a0Walter Anelli , Pierpaolo Basile , Derek\u00a0 G. Bridge , Tommaso\u00a0Di Noia , Pasquale Lops , Cataldo Musto , Fedelucio Narducci , and Markus Zanker . 2018 . Knowledge-aware and conversational recommender systems . In Proceedings of the 12th ACM Conference on Recommender Systems, RecSys 2018 , Vancouver, BC, Canada , October 2-7, 2018, Sole Pera, Michael\u00a0D. Ekstrand, Xavier Amatriain, and John O\u2019Donovan (Eds.). ACM, 521\u2013522. https:\/\/doi.org\/10.1145\/3240323.3240338 Vito\u00a0Walter Anelli, Pierpaolo Basile, Derek\u00a0G. Bridge, Tommaso\u00a0Di Noia, Pasquale Lops, Cataldo Musto, Fedelucio Narducci, and Markus Zanker. 2018. Knowledge-aware and conversational recommender systems. In Proceedings of the 12th ACM Conference on Recommender Systems, RecSys 2018, Vancouver, BC, Canada, October 2-7, 2018, Sole Pera, Michael\u00a0D. Ekstrand, Xavier Amatriain, and John O\u2019Donovan (Eds.). ACM, 521\u2013522. https:\/\/doi.org\/10.1145\/3240323.3240338"},{"key":"e_1_3_2_2_5_1","volume-title":"Wanda\u00a0La Bruna, Paolo Tomeo, and Eugenio Di Sciascio.","author":"Anelli Vito\u00a0Walter","year":"2017","unstructured":"Vito\u00a0Walter Anelli , Vito Bellini , Tommaso Di Noia , Wanda\u00a0La Bruna, Paolo Tomeo, and Eugenio Di Sciascio. 2017 . An Analysis on Time- and Session-aware Diversification in Recommender Systems. In UMAP. ACM , 270\u2013274. Vito\u00a0Walter Anelli, Vito Bellini, Tommaso Di Noia, Wanda\u00a0La Bruna, Paolo Tomeo, and Eugenio Di Sciascio. 2017. An Analysis on Time- and Session-aware Diversification in Recommender Systems. In UMAP. ACM, 270\u2013274."},{"key":"e_1_3_2_2_6_1","volume-title":"Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges, Ilaria Tiddi, Freddy L\u00e9cu\u00e9, and Pascal Hitzler (Eds.). Studies on the Semantic Web, Vol.\u00a047","author":"Anelli Vito\u00a0Walter","year":"2000","unstructured":"Vito\u00a0Walter Anelli , Vito Bellini , Tommaso\u00a0Di Noia , and Eugenio\u00a0Di Sciascio . 2020. Knowledge-Aware Interpretable Recommender Systems . In Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges, Ilaria Tiddi, Freddy L\u00e9cu\u00e9, and Pascal Hitzler (Eds.). Studies on the Semantic Web, Vol.\u00a047 . IOS Press , 101\u2013124. https:\/\/doi.org\/10.3233\/SSW 2000 14 Vito\u00a0Walter Anelli, Vito Bellini, Tommaso\u00a0Di Noia, and Eugenio\u00a0Di Sciascio. 2020. Knowledge-Aware Interpretable Recommender Systems. In Knowledge Graphs for eXplainable Artificial Intelligence: Foundations, Applications and Challenges, Ilaria Tiddi, Freddy L\u00e9cu\u00e9, and Pascal Hitzler (Eds.). Studies on the Semantic Web, Vol.\u00a047. IOS Press, 101\u2013124. https:\/\/doi.org\/10.3233\/SSW200014"},{"key":"e_1_3_2_2_7_1","volume-title":"Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation. In SIGIR. ACM, 2405\u20132414.","author":"Anelli Vito\u00a0Walter","year":"2021","unstructured":"Vito\u00a0Walter Anelli , Alejandro Bellog\u00edn , Antonio Ferrara , Daniele Malitesta , Felice\u00a0Antonio Merra , Claudio Pomo , Francesco\u00a0Maria Donini , and Tommaso\u00a0Di Noia . 2021 . Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation. In SIGIR. ACM, 2405\u20132414. Vito\u00a0Walter Anelli, Alejandro Bellog\u00edn, Antonio Ferrara, Daniele Malitesta, Felice\u00a0Antonio Merra, Claudio Pomo, Francesco\u00a0Maria Donini, and Tommaso\u00a0Di Noia. 2021. Elliot: A Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation. In SIGIR. ACM, 2405\u20132414."},{"key":"e_1_3_2_2_8_1","volume-title":"AI*IA(Lecture Notes in Computer Science, Vol.\u00a011946)","author":"Anelli Vito\u00a0Walter","unstructured":"Vito\u00a0Walter Anelli , Yashar Deldjoo , Tommaso\u00a0Di Noia , and Antonio Ferrara . 2019. Towards Effective Device-Aware Federated Learning . In AI*IA(Lecture Notes in Computer Science, Vol.\u00a011946) . Springer , 477\u2013491. Vito\u00a0Walter Anelli, Yashar Deldjoo, Tommaso\u00a0Di Noia, and Antonio Ferrara. 2019. Towards Effective Device-Aware Federated Learning. In AI*IA(Lecture Notes in Computer Science, Vol.\u00a011946). Springer, 477\u2013491."},{"key":"e_1_3_2_2_9_1","volume-title":"ECIR (1)(Lecture Notes in Computer Science, Vol.\u00a012656)","author":"Anelli Vito\u00a0Walter","unstructured":"Vito\u00a0Walter Anelli , Yashar Deldjoo , Tommaso\u00a0Di Noia , Antonio Ferrara , and Fedelucio Narducci . 2021. FedeRank: User Controlled Feedback with Federated Recommender Systems . In ECIR (1)(Lecture Notes in Computer Science, Vol.\u00a012656) . Springer , 32\u201347. Vito\u00a0Walter Anelli, Yashar Deldjoo, Tommaso\u00a0Di Noia, Antonio Ferrara, and Fedelucio Narducci. 2021. FedeRank: User Controlled Feedback with Federated Recommender Systems. In ECIR (1)(Lecture Notes in Computer Science, Vol.\u00a012656). Springer, 32\u201347."},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"crossref","unstructured":"Vito\u00a0Walter Anelli Yashar Deldjoo Tommaso\u00a0Di Noia Antonio Ferrara and Fedelucio Narducci. 2021. How to put users in control of their data in federated top-N recommendation with learning to rank. In SAC. ACM 1359\u20131362.  Vito\u00a0Walter Anelli Yashar Deldjoo Tommaso\u00a0Di Noia Antonio Ferrara and Fedelucio Narducci. 2021. How to put users in control of their data in federated top-N recommendation with learning to rank. In SAC. ACM 1359\u20131362.","DOI":"10.1145\/3412841.3442010"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"crossref","unstructured":"Vito\u00a0Walter Anelli Yashar Deldjoo Tommaso\u00a0Di Noia Daniele Malitesta and Felice\u00a0Antonio Merra. 2021. A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images. In SIGIR. ACM 1094\u20131103.  Vito\u00a0Walter Anelli Yashar Deldjoo Tommaso\u00a0Di Noia Daniele Malitesta and Felice\u00a0Antonio Merra. 2021. A Study of Defensive Methods to Protect Visual Recommendation Against Adversarial Manipulation of Images. In SIGIR. ACM 1094\u20131103.","DOI":"10.1145\/3404835.3462848"},{"key":"e_1_3_2_2_12_1","volume-title":"2nd Workshop on Knowledge-aware and Conversational Recommender Systems - KaRS. In CIKM. ACM, 3001\u20133002","author":"Anelli Vito\u00a0Walter","year":"2019","unstructured":"Vito\u00a0Walter Anelli and Tommaso Di Noia . 2019 . 2nd Workshop on Knowledge-aware and Conversational Recommender Systems - KaRS. In CIKM. ACM, 3001\u20133002 . Vito\u00a0Walter Anelli and Tommaso Di Noia. 2019. 2nd Workshop on Knowledge-aware and Conversational Recommender Systems - KaRS. In CIKM. ACM, 3001\u20133002."},{"key":"e_1_3_2_2_13_1","volume-title":"Eugenio Di Sciascio, Azzurra Ragone, and Joseph Trotta.","author":"Anelli Vito\u00a0Walter","year":"2020","unstructured":"Vito\u00a0Walter Anelli , Tommaso Di Noia , Eugenio Di Sciascio, Azzurra Ragone, and Joseph Trotta. 2020 . Semantic Interpretation of Top-N Recommendations. IEEE Transactions on Knowledge and Data Engineering ( 2020), 1\u20131. https:\/\/doi.org\/10.1109\/TKDE.2020.3010215 Vito\u00a0Walter Anelli, Tommaso Di Noia, Eugenio Di Sciascio, Azzurra Ragone, and Joseph Trotta. 2020. Semantic Interpretation of Top-N Recommendations. IEEE Transactions on Knowledge and Data Engineering (2020), 1\u20131. https:\/\/doi.org\/10.1109\/TKDE.2020.3010215"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.3233\/SW-180339"},{"key":"e_1_3_2_2_15_1","volume-title":"Proceedings of the 1st Workshop on Intelligent Recommender Systems by Knowledge Transfer & Learning co-located with ACM Conference on Recommender Systems (RecSys","author":"Anelli Vito\u00a0Walter","year":"2017","unstructured":"Vito\u00a0Walter Anelli , Tommaso\u00a0Di Noia , Pasquale Lops , and Eugenio\u00a0Di Sciascio . 2017. Feature Factorization for Top-N Recommendation: From Item Rating to Features Relevance . In Proceedings of the 1st Workshop on Intelligent Recommender Systems by Knowledge Transfer & Learning co-located with ACM Conference on Recommender Systems (RecSys 2017 ), Como, Italy, August 27, 2017(CEUR Workshop Proceedings, Vol.\u00a01887), Yong Zheng, Weike Pan, Shaghayegh\u00a0(Sherry) Sahebi, and Ignacio Fern\u00e1ndez (Eds.). CEUR-WS. org, 16\u201321. http:\/\/ceur-ws.org\/Vol-1887\/paper3.pdf Vito\u00a0Walter Anelli, Tommaso\u00a0Di Noia, Pasquale Lops, and Eugenio\u00a0Di Sciascio. 2017. Feature Factorization for Top-N Recommendation: From Item Rating to Features Relevance. In Proceedings of the 1st Workshop on Intelligent Recommender Systems by Knowledge Transfer & Learning co-located with ACM Conference on Recommender Systems (RecSys 2017), Como, Italy, August 27, 2017(CEUR Workshop Proceedings, Vol.\u00a01887), Yong Zheng, Weike Pan, Shaghayegh\u00a0(Sherry) Sahebi, and Ignacio Fern\u00e1ndez (Eds.). CEUR-WS.org, 16\u201321. http:\/\/ceur-ws.org\/Vol-1887\/paper3.pdf"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-30793-6_3"},{"key":"e_1_3_2_2_17_1","volume-title":"6th International Semantic Web Conference, 2nd Asian Semantic Web Conference, ISWC 2007 + ASWC 2007","author":"Auer S\u00f6ren","year":"2007","unstructured":"S\u00f6ren Auer , Christian Bizer , Georgi Kobilarov , Jens Lehmann , Richard Cyganiak , and Zachary\u00a0 G. Ives . 2007 . DBpedia: A Nucleus for a Web of Open Data. In The Semantic Web , 6th International Semantic Web Conference, 2nd Asian Semantic Web Conference, ISWC 2007 + ASWC 2007 , Busan, Korea , November 11-15, 2007(Lecture Notes in Computer Science, Vol.\u00a04825). Springer, 722\u2013735. https:\/\/doi.org\/10.1007\/978-3-540-76298-0_52 S\u00f6ren Auer, Christian Bizer, Georgi Kobilarov, Jens Lehmann, Richard Cyganiak, and Zachary\u00a0G. Ives. 2007. DBpedia: A Nucleus for a Web of Open Data. In The Semantic Web, 6th International Semantic Web Conference, 2nd Asian Semantic Web Conference, ISWC 2007 + ASWC 2007, Busan, Korea, November 11-15, 2007(Lecture Notes in Computer Science, Vol.\u00a04825). Springer, 722\u2013735. https:\/\/doi.org\/10.1007\/978-3-540-76298-0_52"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935914"},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2008.03.004"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1038\/scientificamerican0501-34"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376746"},{"key":"e_1_3_2_2_22_1","volume-title":"Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008)","author":"Bouza Amancio","year":"2008","unstructured":"Amancio Bouza , Gerald Reif , Abraham Bernstein , and Harald\u00a0 C. Gall . 2008 . SemTree: Ontology-Based Decision Tree Algorithm for Recommender Systems . In Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008) , Karlsruhe, Germany , October 28, 2008(CEUR Workshop Proceedings, Vol.\u00a0401), Christian Bizer and Anupam Joshi (Eds.). CEUR-WS.org. http:\/\/ceur-ws.org\/Vol-401\/iswc2008pd_submission_87.pdf Amancio Bouza, Gerald Reif, Abraham Bernstein, and Harald\u00a0C. Gall. 2008. SemTree: Ontology-Based Decision Tree Algorithm for Recommender Systems. In Proceedings of the Poster and Demonstration Session at the 7th International Semantic Web Conference (ISWC2008), Karlsruhe, Germany, October 28, 2008(CEUR Workshop Proceedings, Vol.\u00a0401), Christian Bizer and Anupam Joshi (Eds.). CEUR-WS.org. http:\/\/ceur-ws.org\/Vol-401\/iswc2008pd_submission_87.pdf"},{"key":"e_1_3_2_2_23_1","volume-title":"Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010","author":"Carlson Andrew","year":"2010","unstructured":"Andrew Carlson , Justin Betteridge , Richard\u00a0 C. Wang , Estevam R.\u00a0 Hruschka Jr ., and Tom\u00a0 M. Mitchell . 2010 . Coupled semi-supervised learning for information extraction . In Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010 , New York, NY, USA , February 4-6, 2010, Brian\u00a0D. Davison, Torsten Suel, Nick Craswell, and Bing Liu (Eds.). ACM, 101\u2013110. https:\/\/doi.org\/10.1145\/1718487.1718501 Andrew Carlson, Justin Betteridge, Richard\u00a0C. Wang, Estevam R.\u00a0Hruschka Jr., and Tom\u00a0M. Mitchell. 2010. Coupled semi-supervised learning for information extraction. In Proceedings of the Third International Conference on Web Search and Web Data Mining, WSDM 2010, New York, NY, USA, February 4-6, 2010, Brian\u00a0D. Davison, Torsten Suel, Nick Craswell, and Bing Liu (Eds.). ACM, 101\u2013110. https:\/\/doi.org\/10.1145\/1718487.1718501"},{"key":"e_1_3_2_2_24_1","volume-title":"Novelty and Diversity in Recommender Systems","author":"Castells Pablo","unstructured":"Pablo Castells , Neil\u00a0 J. Hurley , and Saul Vargas . 2015. Novelty and Diversity in Recommender Systems . In Recommender Systems Handbook, Francesco Ricci, Lior Rokach, and Bracha Shapira (Eds.). Springer , 881\u2013918. https:\/\/doi.org\/10.1007\/978-1-4899-7637-6_26 Pablo Castells, Neil\u00a0J. Hurley, and Saul Vargas. 2015. Novelty and Diversity in Recommender Systems. In Recommender Systems Handbook, Francesco Ricci, Lior Rokach, and Bracha Shapira (Eds.). Springer, 881\u2013918. https:\/\/doi.org\/10.1007\/978-1-4899-7637-6_26"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"crossref","unstructured":"Supriyo Chakraborty Richard Tomsett Ramya Raghavendra Daniel Harborne Moustafa Alzantot Federico Cerutti Mani\u00a0B. Srivastava Alun\u00a0D. Preece Simon Julier Raghuveer\u00a0M. Rao Troy\u00a0D. Kelley Dave Braines Murat Sensoy Christopher\u00a0J. Willis and Prudhvi Gurram. 2017. Interpretability of deep learning models: A survey of results. In 2017 IEEE SmartWorld Ubiquitous Intelligence & Computing Advanced & Trusted Computed Scalable Computing & Communications Cloud & Big Data Computing Internet of People and Smart City Innovation SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI 2017 San Francisco CA USA August 4-8 2017. IEEE 1\u20136. https:\/\/doi.org\/10.1109\/UIC-ATC.2017.8397411  Supriyo Chakraborty Richard Tomsett Ramya Raghavendra Daniel Harborne Moustafa Alzantot Federico Cerutti Mani\u00a0B. Srivastava Alun\u00a0D. Preece Simon Julier Raghuveer\u00a0M. Rao Troy\u00a0D. Kelley Dave Braines Murat Sensoy Christopher\u00a0J. Willis and Prudhvi Gurram. 2017. Interpretability of deep learning models: A survey of results. In 2017 IEEE SmartWorld Ubiquitous Intelligence & Computing Advanced & Trusted Computed Scalable Computing & Communications Cloud & Big Data Computing Internet of People and Smart City Innovation SmartWorld\/SCALCOM\/UIC\/ATC\/CBDCom\/IOP\/SCI 2017 San Francisco CA USA August 4-8 2017. IEEE 1\u20136. https:\/\/doi.org\/10.1109\/UIC-ATC.2017.8397411","DOI":"10.1109\/UIC-ATC.2017.8397411"},{"key":"e_1_3_2_2_26_1","volume-title":"ESWC 2018, Heraklion, Crete, Greece, June 3-7, 2018, Proceedings(Lecture Notes in Computer Science, Vol.\u00a010843)","author":"Noia Tommaso Di","year":"2018","unstructured":"Tommaso Di Noia , Corrado Magarelli , Andrea Maurino , Matteo Palmonari , and Anisa Rula . 2018 . Using Ontology-Based Data Summarization to Develop Semantics-Aware Recommender Systems. In The Semantic Web - 15th International Conference , ESWC 2018, Heraklion, Crete, Greece, June 3-7, 2018, Proceedings(Lecture Notes in Computer Science, Vol.\u00a010843) , Aldo Gangemi, Roberto Navigli, Maria-Esther Vidal, Pascal Hitzler, Rapha\u00ebl Troncy, Laura Hollink, Anna Tordai, and Mehwish Alam (Eds.). Springer, 128\u2013144. https:\/\/doi.org\/10.1007\/978-3-319-93417-4_9 Tommaso Di Noia, Corrado Magarelli, Andrea Maurino, Matteo Palmonari, and Anisa Rula. 2018. Using Ontology-Based Data Summarization to Develop Semantics-Aware Recommender Systems. In The Semantic Web - 15th International Conference, ESWC 2018, Heraklion, Crete, Greece, June 3-7, 2018, Proceedings(Lecture Notes in Computer Science, Vol.\u00a010843), Aldo Gangemi, Roberto Navigli, Maria-Esther Vidal, Pascal Hitzler, Rapha\u00ebl Troncy, Laura Hollink, Anna Tordai, and Mehwish Alam (Eds.). Springer, 128\u2013144. https:\/\/doi.org\/10.1007\/978-3-319-93417-4_9"},{"key":"e_1_3_2_2_27_1","volume-title":"SPrank: Semantic Path-Based Ranking for Top-N Recommendations Using Linked Open Data. ACM TIST 8, 1","author":"Noia Tommaso Di","year":"2016","unstructured":"Tommaso Di Noia , Vito\u00a0Claudio Ostuni , Paolo Tomeo , and Eugenio Di Sciascio . 2016. SPrank: Semantic Path-Based Ranking for Top-N Recommendations Using Linked Open Data. ACM TIST 8, 1 ( 2016 ), 9:1\u20139:34. https:\/\/doi.org\/10.1145\/2899005 Tommaso Di Noia, Vito\u00a0Claudio Ostuni, Paolo Tomeo, and Eugenio Di Sciascio. 2016. SPrank: Semantic Path-Based Ranking for Top-N Recommendations Using Linked Open Data. ACM TIST 8, 1 (2016), 9:1\u20139:34. https:\/\/doi.org\/10.1145\/2899005"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623623"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-018-9217-6"},{"key":"e_1_3_2_2_30_1","volume-title":"Evaluating Recommender Systems","author":"Gunawardana Asela","unstructured":"Asela Gunawardana and Guy Shani . 2015. Evaluating Recommender Systems . In Recommender Systems Handbook, Francesco Ricci, Lior Rokach, and Bracha Shapira (Eds.). Springer , 265\u2013308. https:\/\/doi.org\/10.1007\/978-1-4899-7637-6_8 Asela Gunawardana and Guy Shani. 2015. Evaluating Recommender Systems. In Recommender Systems Handbook, Francesco Ricci, Lior Rokach, and Bracha Shapira (Eds.). Springer, 265\u2013308. https:\/\/doi.org\/10.1007\/978-1-4899-7637-6_8"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3028705"},{"key":"e_1_3_2_2_32_1","volume-title":"Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, Montevideo, Uruguay, June 7-9, 2017(CEUR Workshop Proceedings, Vol.\u00a01912)","author":"Hartig Olaf","year":"2017","unstructured":"Olaf Hartig . 2017 . Foundations of RDF\u22c6 and SPARQL\u22c6 (An Alternative Approach to Statement-Level Metadata in RDF) . In Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, Montevideo, Uruguay, June 7-9, 2017(CEUR Workshop Proceedings, Vol.\u00a01912) , Juan\u00a0L. Reutter and Divesh Srivastava (Eds.). CEUR-WS.org. http:\/\/ceur-ws.org\/Vol- 1912\/paper12.pdf Olaf Hartig. 2017. Foundations of RDF\u22c6 and SPARQL\u22c6 (An Alternative Approach to Statement-Level Metadata in RDF). In Proceedings of the 11th Alberto Mendelzon International Workshop on Foundations of Data Management and the Web, Montevideo, Uruguay, June 7-9, 2017(CEUR Workshop Proceedings, Vol.\u00a01912), Juan\u00a0L. Reutter and Divesh Srivastava (Eds.). CEUR-WS.org. http:\/\/ceur-ws.org\/Vol-1912\/paper12.pdf"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380155"},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080777"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"publisher","DOI":"10.5555\/1995335"},{"key":"e_1_3_2_2_36_1","volume-title":"ESWC(Lecture Notes in Computer Science, Vol.\u00a011503)","author":"Hildebrandt Marcel","unstructured":"Marcel Hildebrandt , Swathi\u00a0Shyam Sunder , Serghei Mogoreanu , Mitchell Joblin , Akhil Mehta , Ingo Thon , and Volker Tresp . 2019. A Recommender System for Complex Real-World Applications with Nonlinear Dependencies and Knowledge Graph Context . In ESWC(Lecture Notes in Computer Science, Vol.\u00a011503) . Springer , 179\u2013193. Marcel Hildebrandt, Swathi\u00a0Shyam Sunder, Serghei Mogoreanu, Mitchell Joblin, Akhil Mehta, Ingo Thon, and Volker Tresp. 2019. A Recommender System for Complex Real-World Applications with Nonlinear Dependencies and Knowledge Graph Context. In ESWC(Lecture Notes in Computer Science, Vol.\u00a011503). Springer, 179\u2013193."},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2020.03.014"},{"key":"e_1_3_2_2_38_1","volume-title":"Proceedings of the 16th International Conference on World Wide Web, WWW 2007","author":"Iwata Tomoharu","year":"2007","unstructured":"Tomoharu Iwata , Kazumi Saito , and Takeshi Yamada . 2007 . Modeling user behavior in recommender systems based on maximum entropy . In Proceedings of the 16th International Conference on World Wide Web, WWW 2007 , Banff, Alberta, Canada , May 8-12, 2007, Carey\u00a0L. Williamson, Mary\u00a0Ellen Zurko, Peter\u00a0F. Patel-Schneider, and Prashant\u00a0J. Shenoy (Eds.). ACM, 1281\u20131282. https:\/\/doi.org\/10.1145\/1242572.1242808 Tomoharu Iwata, Kazumi Saito, and Takeshi Yamada. 2007. Modeling user behavior in recommender systems based on maximum entropy. In Proceedings of the 16th International Conference on World Wide Web, WWW 2007, Banff, Alberta, Canada, May 8-12, 2007, Carey\u00a0L. Williamson, Mary\u00a0Ellen Zurko, Peter\u00a0F. Patel-Schneider, and Prashant\u00a0J. Shenoy (Eds.). ACM, 1281\u20131282. https:\/\/doi.org\/10.1145\/1242572.1242808"},{"key":"e_1_3_2_2_39_1","volume-title":"Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018","author":"Kallumadi Surya","year":"2018","unstructured":"Surya Kallumadi and William\u00a0 H. Hsu . 2018 . Interactive Recommendations by Combining User-Item Preferences with Linked Open Data . In Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018 , Singapore , July 08-11, 2018, Tanja Mitrovic, Jie Zhang, Li\u00a0Chen, and David Chin(Eds.). ACM, 121\u2013125. https:\/\/doi.org\/10.1145\/3213586.3226222 Surya Kallumadi and William\u00a0H. Hsu. 2018. Interactive Recommendations by Combining User-Item Preferences with Linked Open Data. In Adjunct Publication of the 26th Conference on User Modeling, Adaptation and Personalization, UMAP 2018, Singapore, July 08-11, 2018, Tanja Mitrovic, Jie Zhang, Li\u00a0Chen, and David Chin(Eds.). ACM, 121\u2013125. https:\/\/doi.org\/10.1145\/3213586.3226222"},{"key":"e_1_3_2_2_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-014-9153-z"},{"key":"e_1_3_2_2_41_1","volume-title":"Joint Proceedings of the 4th International Workshop on Linked Media and the 3rd Developers Hackshop co-located with the 13th Extended Semantic Web Conference ESWC","author":"K\u00f6llmer Thomas","year":"2016","unstructured":"Thomas K\u00f6llmer , Emanuel Berndl , Thomas Wei\u00dfgerber , Patrick Aichroth , and Harald Kosch . 2016. A Workflow for Cross Media Recommendations based on Linked Data Analysis . In Joint Proceedings of the 4th International Workshop on Linked Media and the 3rd Developers Hackshop co-located with the 13th Extended Semantic Web Conference ESWC 2016 , Heraklion, Crete, Greece , May 30, 2016(CEUR Workshop Proceedings, Vol.\u00a01615), Rapha\u00ebl Troncy, Ruben Verborgh, Lyndon J.\u00a0B. Nixon, Thomas Kurz, Kai Schlegel, and Miel\u00a0Vander Sande (Eds.). CEUR-WS. org. http:\/\/ceur-ws.org\/Vol-1615\/limePaper1.pdf Thomas K\u00f6llmer, Emanuel Berndl, Thomas Wei\u00dfgerber, Patrick Aichroth, and Harald Kosch. 2016. A Workflow for Cross Media Recommendations based on Linked Data Analysis. In Joint Proceedings of the 4th International Workshop on Linked Media and the 3rd Developers Hackshop co-located with the 13th Extended Semantic Web Conference ESWC 2016, Heraklion, Crete, Greece, May 30, 2016(CEUR Workshop Proceedings, Vol.\u00a01615), Rapha\u00ebl Troncy, Ruben Verborgh, Lyndon J.\u00a0B. Nixon, Thomas Kurz, Kai Schlegel, and Miel\u00a0Vander Sande (Eds.). CEUR-WS.org. http:\/\/ceur-ws.org\/Vol-1615\/limePaper1.pdf"},{"key":"e_1_3_2_2_42_1","volume-title":"Factor in the neighbors: Scalable and accurate collaborative filtering. TKDD 4, 1","author":"Koren Yehuda","year":"2010","unstructured":"Yehuda Koren . 2010. Factor in the neighbors: Scalable and accurate collaborative filtering. TKDD 4, 1 ( 2010 ), 1:1\u20131:24. Yehuda Koren. 2010. Factor in the neighbors: Scalable and accurate collaborative filtering. TKDD 4, 1 (2010), 1:1\u20131:24."},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403226"},{"key":"e_1_3_2_2_45_1","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-019-01226-0"},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.3233\/SW-140134"},{"key":"e_1_3_2_2_47_1","volume-title":"WISA 2020, Guangzhou, China, September 23-25, 2020, Proceedings(Lecture Notes in Computer Science, Vol.\u00a012432)","author":"Li Jian","year":"2020","unstructured":"Jian Li , Zhuoming Xu , Yan Tang , Bo Zhao , and Haimei Tian . 2020 . Deep Hybrid Knowledge Graph Embedding for Top-N Recommendation. In Web Information Systems and Applications - 17th International Conference , WISA 2020, Guangzhou, China, September 23-25, 2020, Proceedings(Lecture Notes in Computer Science, Vol.\u00a012432) , Guojun Wang, Xuemin Lin, James\u00a0A. Hendler, Wei Song, Zhuoming Xu, and Genggeng Liu (Eds.). Springer, 59\u201370. https:\/\/doi.org\/10.1007\/978-3-030-60029-7_6 Jian Li, Zhuoming Xu, Yan Tang, Bo Zhao, and Haimei Tian. 2020. Deep Hybrid Knowledge Graph Embedding for Top-N Recommendation. In Web Information Systems and Applications - 17th International Conference, WISA 2020, Guangzhou, China, September 23-25, 2020, Proceedings(Lecture Notes in Computer Science, Vol.\u00a012432), Guojun Wang, Xuemin Lin, James\u00a0A. Hendler, Wei Song, Zhuoming Xu, and Genggeng Liu (Eds.). Springer, 59\u201370. https:\/\/doi.org\/10.1007\/978-3-030-60029-7_6"},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186150"},{"key":"e_1_3_2_2_49_1","unstructured":"Danyang Liu Ting Bai Jianxun Lian Xin Zhao Guangzhong Sun Ji-Rong Wen and Xing Xie. 2019. News Graph: An Enhanced Knowledge Graph for News Recommendation. In Proceedings of the Second Workshop on Knowledge-aware and Conversational Recommender Systems co-located with 28th ACM International Conference on Information and Knowledge Management KaRS@CIKM 2019 Beijing China November 7 2019(CEUR Workshop Proceedings Vol.\u00a02601) Vito\u00a0Walter Anelli and Tommaso\u00a0Di Noia (Eds.). CEUR-WS.org 1\u20137. http:\/\/ceur-ws.org\/Vol-2601\/kars2019_paper_01.pdf  Danyang Liu Ting Bai Jianxun Lian Xin Zhao Guangzhong Sun Ji-Rong Wen and Xing Xie. 2019. News Graph: An Enhanced Knowledge Graph for News Recommendation. In Proceedings of the Second Workshop on Knowledge-aware and Conversational Recommender Systems co-located with 28th ACM International Conference on Information and Knowledge Management KaRS@CIKM 2019 Beijing China November 7 2019(CEUR Workshop Proceedings Vol.\u00a02601) Vito\u00a0Walter Anelli and Tommaso\u00a0Di Noia (Eds.). CEUR-WS.org 1\u20137. http:\/\/ceur-ws.org\/Vol-2601\/kars2019_paper_01.pdf"},{"key":"e_1_3_2_2_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/ES.2014.16"},{"key":"e_1_3_2_2_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113248"},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/2365952.2365983"},{"key":"e_1_3_2_2_53_1","volume-title":"Graz","author":"Noia Tommaso\u00a0Di","year":"2012","unstructured":"Tommaso\u00a0Di Noia , Roberto Mirizzi , Vito\u00a0Claudio Ostuni , Davide Romito , and Markus Zanker . 2012 . Linked open data to support content-based recommender systems. In I-SEMANTICS 2012 - 8th International Conference on Semantic Systems, I-SEMANTICS \u201912 , Graz , Austria, September 5-7, 2012, Valentina Presutti and Helena\u00a0Sofia Pinto (Eds.). ACM, 1\u20138. https:\/\/doi.org\/10.1145\/2362499.2362501 Tommaso\u00a0Di Noia, Roberto Mirizzi, Vito\u00a0Claudio Ostuni, Davide Romito, and Markus Zanker. 2012. Linked open data to support content-based recommender systems. In I-SEMANTICS 2012 - 8th International Conference on Semantic Systems, I-SEMANTICS \u201912, Graz, Austria, September 5-7, 2012, Valentina Presutti and Helena\u00a0Sofia Pinto (Eds.). ACM, 1\u20138. https:\/\/doi.org\/10.1145\/2362499.2362501"},{"key":"e_1_3_2_2_54_1","volume-title":"Proceedings of the 34th ACM\/SIGAPP Symposium on Applied Computing, SAC 2019","author":"Ojino Ronald","year":"2019","unstructured":"Ronald Ojino . 2019 . User\u2019s profile ontology-based semantic model for personalized hotel room recommendation in the web of things: student research abstract . In Proceedings of the 34th ACM\/SIGAPP Symposium on Applied Computing, SAC 2019 , Limassol, Cyprus , April 8-12, 2019, Chih-Cheng Hung and George\u00a0A. Papadopoulos (Eds.). ACM, 2314\u20132316. https:\/\/doi.org\/10.1145\/3297280.3297661 Ronald Ojino. 2019. User\u2019s profile ontology-based semantic model for personalized hotel room recommendation in the web of things: student research abstract. In Proceedings of the 34th ACM\/SIGAPP Symposium on Applied Computing, SAC 2019, Limassol, Cyprus, April 8-12, 2019, Chih-Cheng Hung and George\u00a0A. Papadopoulos (Eds.). ACM, 2314\u20132316. https:\/\/doi.org\/10.1145\/3297280.3297661"},{"key":"e_1_3_2_2_55_1","volume-title":"Pazzani and Daniel Billsus","author":"J.","year":"2007","unstructured":"Michael\u00a0 J. Pazzani and Daniel Billsus . 2007 . Content-Based Recommendation Systems. In The Adaptive Web, Methods and Strategies of Web Personalization(Lecture Notes in Computer Science, Vol.\u00a04321), Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl (Eds.). Springer , 325\u2013341. https:\/\/doi.org\/10.1007\/978-3-540-72079-9_10 Michael\u00a0J. Pazzani and Daniel Billsus. 2007. Content-Based Recommendation Systems. In The Adaptive Web, Methods and Strategies of Web Personalization(Lecture Notes in Computer Science, Vol.\u00a04321), Peter Brusilovsky, Alfred Kobsa, and Wolfgang Nejdl (Eds.). Springer, 325\u2013341. https:\/\/doi.org\/10.1007\/978-3-540-72079-9_10"},{"key":"e_1_3_2_2_56_1","doi-asserted-by":"publisher","DOI":"10.1023\/B:AMAI.0000018580.96245.c6"},{"key":"e_1_3_2_2_57_1","volume-title":"UAI 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Montreal, QC","author":"Rendle Steffen","year":"2009","unstructured":"Steffen Rendle , Christoph Freudenthaler , Zeno Gantner , and Lars Schmidt-Thieme . 2009 . BPR: Bayesian Personalized Ranking from Implicit Feedback . In UAI 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Montreal, QC , Canada, June 18-21, 2009, Jeff\u00a0A. Bilmes and Andrew\u00a0Y. Ng (Eds.). AUAI Press, 452\u2013461. https:\/\/dslpitt.org\/uai\/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=1630&proceeding_id=25 Steffen Rendle, Christoph Freudenthaler, Zeno Gantner, and Lars Schmidt-Thieme. 2009. BPR: Bayesian Personalized Ranking from Implicit Feedback. In UAI 2009, Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, Montreal, QC, Canada, June 18-21, 2009, Jeff\u00a0A. Bilmes and Andrew\u00a0Y. Ng (Eds.). AUAI Press, 452\u2013461. https:\/\/dslpitt.org\/uai\/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=1630&proceeding_id=25"},{"key":"e_1_3_2_2_58_1","volume-title":"Virtual Event","author":"Rendle Steffen","year":"2020","unstructured":"Steffen Rendle , Walid Krichene , Li Zhang , and John\u00a0 R. Anderson . 2020 . Neural Collaborative Filtering vs. Matrix Factorization Revisited. In RecSys 2020: Fourteenth ACM Conference on Recommender Systems , Virtual Event , Brazil, September 22-26, 2020, Rodrygo L.\u00a0T. Santos, Leandro\u00a0Balby Marinho, Elizabeth\u00a0M. Daly, Li\u00a0Chen, Kim Falk, Noam Koenigstein, and Edleno\u00a0Silva de\u00a0Moura (Eds.). ACM, 240\u2013248. https:\/\/doi.org\/10.1145\/3383313.3412488 Steffen Rendle, Walid Krichene, Li Zhang, and John\u00a0R. Anderson. 2020. Neural Collaborative Filtering vs. Matrix Factorization Revisited. In RecSys 2020: Fourteenth ACM Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020, Rodrygo L.\u00a0T. Santos, Leandro\u00a0Balby Marinho, Elizabeth\u00a0M. Daly, Li\u00a0Chen, Kim Falk, Noam Koenigstein, and Edleno\u00a0Silva de\u00a0Moura (Eds.). ACM, 240\u2013248. https:\/\/doi.org\/10.1145\/3383313.3412488"},{"key":"e_1_3_2_2_59_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2004.843247"},{"key":"e_1_3_2_2_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2020.02.024"},{"key":"e_1_3_2_2_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113992"},{"key":"e_1_3_2_2_62_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.105618"},{"key":"e_1_3_2_2_63_1","doi-asserted-by":"publisher","DOI":"10.1145\/1242572.1242667"},{"key":"e_1_3_2_2_64_1","volume-title":"ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings(Lecture Notes in Computer Science, Vol.\u00a012123)","author":"Tanon Thomas\u00a0Pellissier","year":"2020","unstructured":"Thomas\u00a0Pellissier Tanon , Gerhard Weikum , and Fabian\u00a0 M. Suchanek . 2020 . YAGO 4: A Reason-able Knowledge Base. In The Semantic Web - 17th International Conference , ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings(Lecture Notes in Computer Science, Vol.\u00a012123) , Andreas Harth, Sabrina Kirrane, Axel-Cyrille\u00a0Ngonga Ngomo, Heiko Paulheim, Anisa Rula, Anna\u00a0Lisa Gentile, Peter Haase, and Michael Cochez(Eds.). Springer, 583\u2013596. https:\/\/doi.org\/10.1007\/978-3-030-49461-2_34 Thomas\u00a0Pellissier Tanon, Gerhard Weikum, and Fabian\u00a0M. Suchanek. 2020. YAGO 4: A Reason-able Knowledge Base. In The Semantic Web - 17th International Conference, ESWC 2020, Heraklion, Crete, Greece, May 31-June 4, 2020, Proceedings(Lecture Notes in Computer Science, Vol.\u00a012123), Andreas Harth, Sabrina Kirrane, Axel-Cyrille\u00a0Ngonga Ngomo, Heiko Paulheim, Anisa Rula, Anna\u00a0Lisa Gentile, Peter Haase, and Michael Cochez(Eds.). Springer, 583\u2013596. https:\/\/doi.org\/10.1007\/978-3-030-49461-2_34"},{"key":"e_1_3_2_2_65_1","doi-asserted-by":"publisher","DOI":"10.1108\/OIR-10-2014-0257"},{"key":"e_1_3_2_2_66_1","volume-title":"Proceedings of the 21st World Wide Web Conference, WWW 2012","author":"Vrandecic Denny","year":"2012","unstructured":"Denny Vrandecic . 2012 . Wikidata: a new platform for collaborative data collection . In Proceedings of the 21st World Wide Web Conference, WWW 2012 , Lyon, France , April 16-20, 2012 (Companion Volume), Alain Mille, Fabien\u00a0L. Gandon, Jacques Misselis, Michael Rabinovich, and Steffen Staab(Eds.). ACM, 1063\u20131064. https:\/\/doi.org\/10.1145\/2187980.2188242 Denny Vrandecic. 2012. Wikidata: a new platform for collaborative data collection. In Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume), Alain Mille, Fabien\u00a0L. Gandon, Jacques Misselis, Michael Rabinovich, and Steffen Staab(Eds.). ACM, 1063\u20131064. https:\/\/doi.org\/10.1145\/2187980.2188242"},{"key":"e_1_3_2_2_67_1","doi-asserted-by":"publisher","DOI":"10.1145\/2629489"},{"key":"e_1_3_2_2_68_1","doi-asserted-by":"publisher","DOI":"10.1145\/3269206.3271739"},{"key":"e_1_3_2_2_69_1","doi-asserted-by":"publisher","DOI":"10.1145\/3312738"},{"key":"e_1_3_2_2_70_1","volume-title":"Knowledge Graph Convolutional Networks for Recommender Systems. In The World Wide Web Conference, WWW 2019","author":"Wang Hongwei","year":"2019","unstructured":"Hongwei Wang , Miao Zhao , Xing Xie , Wenjie Li , and Minyi Guo . 2019 . Knowledge Graph Convolutional Networks for Recommender Systems. In The World Wide Web Conference, WWW 2019 , San Francisco, CA, USA , May 13-17, 2019, Ling Liu, Ryen\u00a0W. White, Amin Mantrach, Fabrizio Silvestri, Julian\u00a0J. McAuley, Ricardo Baeza-Yates, and Leila Zia (Eds.). ACM, 3307\u20133313. https:\/\/doi.org\/10.1145\/3308558.3313417 Hongwei Wang, Miao Zhao, Xing Xie, Wenjie Li, and Minyi Guo. 2019. Knowledge Graph Convolutional Networks for Recommender Systems. In The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019, Ling Liu, Ryen\u00a0W. White, Amin Mantrach, Fabrizio Silvestri, Julian\u00a0J. McAuley, Ricardo Baeza-Yates, and Leila Zia (Eds.). ACM, 3307\u20133313. https:\/\/doi.org\/10.1145\/3308558.3313417"},{"key":"e_1_3_2_2_71_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3011279"},{"key":"e_1_3_2_2_72_1","doi-asserted-by":"publisher","DOI":"10.1002\/int.21735"},{"key":"e_1_3_2_2_73_1","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015329"},{"key":"e_1_3_2_2_74_1","doi-asserted-by":"crossref","unstructured":"Usha Yadav Neelam Duhan and Komal\u00a0Kumar Bhatia. 2020. Dealing with Pure New User Cold-Start Problem in Recommendation System Based on Linked Open Data and Social Network Features. Mob. Inf. Syst. 2020(2020) 8912065:1\u20138912065:20. https:\/\/doi.org\/10.1155\/2020\/8912065  Usha Yadav Neelam Duhan and Komal\u00a0Kumar Bhatia. 2020. Dealing with Pure New User Cold-Start Problem in Recommendation System Based on Linked Open Data and Social Network Features. Mob. Inf. Syst. 2020(2020) 8912065:1\u20138912065:20. https:\/\/doi.org\/10.1155\/2020\/8912065","DOI":"10.1155\/2020\/8912065"},{"key":"e_1_3_2_2_75_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114111"},{"key":"e_1_3_2_2_76_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106194"},{"key":"e_1_3_2_2_77_1","volume-title":"Cross-domain Recommendation with Semantic Correlation in Tagging Systems. In International Joint Conference on Neural Networks, IJCNN 2019 Budapest","author":"Zhang Qian","year":"2019","unstructured":"Qian Zhang , Peng Hao , Jie Lu , and Guangquan Zhang . 2019 . Cross-domain Recommendation with Semantic Correlation in Tagging Systems. In International Joint Conference on Neural Networks, IJCNN 2019 Budapest , Hungary , July 14-19, 2019. IEEE, 1\u20138. https:\/\/doi.org\/10.1109\/IJCNN.2019.8852049 Qian Zhang, Peng Hao, Jie Lu, and Guangquan Zhang. 2019. Cross-domain Recommendation with Semantic Correlation in Tagging Systems. In International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019. IEEE, 1\u20138. https:\/\/doi.org\/10.1109\/IJCNN.2019.8852049"},{"key":"e_1_3_2_2_78_1","doi-asserted-by":"publisher","DOI":"10.5555\/3225647.3225865"},{"key":"e_1_3_2_2_79_1","volume-title":"Explainable Recommendation: A Survey and New Perspectives. CoRR abs\/1804.11192(2018). arxiv:1804.11192http:\/\/arxiv.org\/abs\/1804.11192","author":"Zhang Yongfeng","year":"2018","unstructured":"Yongfeng Zhang and Xu Chen . 2018 . Explainable Recommendation: A Survey and New Perspectives. CoRR abs\/1804.11192(2018). arxiv:1804.11192http:\/\/arxiv.org\/abs\/1804.11192 Yongfeng Zhang and Xu Chen. 2018. Explainable Recommendation: A Survey and New Perspectives. CoRR abs\/1804.11192(2018). arxiv:1804.11192http:\/\/arxiv.org\/abs\/1804.11192"},{"key":"e_1_3_2_2_80_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-015-0897-5"},{"key":"e_1_3_2_2_81_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.07.030"},{"key":"e_1_3_2_2_82_1","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401177"}],"event":{"name":"RecSys '21: Fifteenth ACM Conference on Recommender Systems","location":"Amsterdam Netherlands","acronym":"RecSys '21","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGAI ACM Special Interest Group on Artificial Intelligence","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data","SIGIR ACM Special Interest Group on Information Retrieval","SIGCHI ACM Special Interest Group on Computer-Human Interaction","SIGecom Special Interest Group on Economics and Computation"]},"container-title":["Fifteenth ACM Conference on Recommender Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3460231.3474243","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3460231.3474243","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T20:12:17Z","timestamp":1750191137000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3460231.3474243"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,9,13]]},"references-count":82,"alternative-id":["10.1145\/3460231.3474243","10.1145\/3460231"],"URL":"https:\/\/doi.org\/10.1145\/3460231.3474243","relation":{},"subject":[],"published":{"date-parts":[[2021,9,13]]}}}