03900nam a2200493 a 4500 20260818085534.0 200702s2017 th a r m 000 0 eng d .b12345829 AIT Diss no.IM-17-01 Supapron Tantanasiriwong Cross-domain citation recommendation base on topic model and co-citation selection Pathum Thani, Thailand : Asian Institute of Technology, 2016 70 leaves : ill. Dissertation ; no. IM-17-01 A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy in Information Management Thesis (Ph.D.) - Asian Institute of Technology, 2016 Finding publications for citation is a crucial task in the research community. Experienced researchers may indeed find it easy to determine relevant papers from a single source domain such as a publication database. However, the task is significantly more challenging when considering publications across different domain sources. In this dissertation, we propose a Cross-Domain Recommender System as a solution to the task. Our recommender system implements an algorithm which is a hybridization of two distinct approaches {u2013} the Topic Model and Co-Citation Selection approaches. Briefly, relevant terms from documents are first clustered into similar topics. The Co-Citation Selection technique then helps select citations based on a set of highly similar documents. To evaluate the performance, various comparison techniques are introduced to the CrossDomain Citation Recommendations (CDCR). We focus on the context of patent and publication as a primary and secondary domain, respectively. The outcome of our proposed cross-domain citation framework is confirmed through benchmarking with traditional baseline approaches using a corpus of patents collected from different technological fields, e.g., biotechnology, environmental technology, medical technology, and nanotechnology. Experimental results show that our hybrid algorithm approach yields better performance in predicting relevant publication citations than the known baseline approaches Knowledge management Information and retrieval systems Database management Guha, Sumanta, Chairperson Janecek, Paul, Examination Committee Choochart Haruechaiyasak, Examination committee Shyu, Mei-Ling, Examination committee Ministry of Science and Technology National Science and Technology Development Agency (NSTDA), Thailand, Scholarship donor Asian Institute of Technology. Dissertation ; no. IM-17-01 Full-Text http://203.159.5.9/ait-thesis/detail.php?q=B06999 .b12345829 mnait m 240419 0 200702 m a m 0 000:001:PDF:b1234582:004595:0:0:0:0:0:0 Click to view Abstract n mnait mnait mnarc mnarc 40 61 20 Barcode : 30050120890966 CREATED : 2020-06-22 RECORD # : i13276487 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : - CREATED : 2020-06-22 RECORD # : i13276505 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120983282 CREATED : 2020-09-07 RECORD # : i13280557 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 Barcode : 30050120983274 CREATED : 2020-09-07 RECORD # : i13280569 LPATRON : 0 LCHKIN : - # RENEWALS : 0 # OVERDUE : 0 IUSE3 : 0 TOT CHKOUT : 0 TOT RENEW : 0 24752 24752 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT Diss no.IM-17-01 30050120890966 2026-08-18 08:55:34 1 2026-08-18 40 0 0 0 0 MAIN MAIN mnarc 2026-08-18 0 AIT Diss no.IM-17-01 2026-08-18 08:55:34 2026-08-18 61 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT Diss no.IM-17-01 30050120983282 2026-08-18 08:55:34 1 2026-08-18 20 0 0 0 0 MAIN MAIN mnait 2026-08-18 50.00 0 AIT Diss no.IM-17-01 30050120983274 2026-08-18 08:55:34 2 2026-08-18 20