{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,15]],"date-time":"2026-05-15T23:20:43Z","timestamp":1778887243274,"version":"3.51.4"},"publisher-location":"New York, NY, USA","reference-count":63,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,4,21]],"date-time":"2018-04-21T00:00:00Z","timestamp":1524268800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"EPSRC","award":["EP\/L012626\/1"],"award-info":[{"award-number":["EP\/L012626\/1"]}]},{"name":"Heriot-Watt University"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,4,21]]},"DOI":"10.1145\/3173574.3173978","type":"proceedings-article","created":{"date-parts":[[2018,4,20]],"date-time":"2018-04-20T15:38:35Z","timestamp":1524238715000},"page":"1-13","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":17,"title":["Improving User Confidence in Concept Maps"],"prefix":"10.1145","author":[{"given":"Pierre","family":"Le Bras","sequence":"first","affiliation":[{"name":"Heriot-Watt University, Edinburgh, Midlothian, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"David A.","family":"Robb","sequence":"additional","affiliation":[{"name":"Heriot-Watt University, Edinburgh, Midlothian, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas S.","family":"Methven","sequence":"additional","affiliation":[{"name":"Heriot-Watt University, Edinburgh, Midlothian, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stefano","family":"Padilla","sequence":"additional","affiliation":[{"name":"Heriot-Watt University, Edinburgh, Midlothian, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mike J.","family":"Chantler","sequence":"additional","affiliation":[{"name":"Heriot-Watt University, Edinburgh, Midlothian, United Kingdom"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2018,4,21]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Implementing evidence-based practice in community mental health agencies: A multiple stakeholder analysis. American journal of public health 99, 11","author":"Aarons Gregory A","year":"2009","unstructured":"Gregory A Aarons, Rebecca S Wells, Karen Zagursky, Danielle L Fettes, and Lawrence A Palinkas. 2009. Implementing evidence-based practice in community mental health agencies: A multiple stakeholder analysis. American journal of public health 99, 11 (2009), 2087--2095."},{"key":"e_1_3_2_2_2_1","volume-title":"Research Methods for Human-Computer Interaction","author":"Adams Anne","unstructured":"Anne Adams and Anna L Cox. 2008. Questionnaires, in-depth interviews and focus groups. In Research Methods for Human-Computer Interaction, Paul Cairns and Anna L Cox (Eds.). Cambridge University Press, Chapter 2, 17--34."},{"key":"e_1_3_2_2_3_1","volume-title":"White","author":"Anderson Lynda A.","year":"2006","unstructured":"Lynda A. Anderson, Margaret K. Gwaltney, Demia L. Sundra, Ross C. Brownson, Mary Kane, Alan W. Cross, Richard Mack, Randy Schwartz, Tom Sims, and Carol R. White. 2006. Using Concept Mapping to Develop a Logic Model for the Prevention Research Centers Program. Preventing Chronic Disease 3, 1 (2006)."},{"key":"e_1_3_2_2_4_1","volume-title":"The use of vignettes in qualitative research. Social research update 25, 9","author":"Barter Christine","year":"1999","unstructured":"Christine Barter and Emma Renold. 1999. The use of vignettes in qualitative research. Social research update 25, 9 (1999), 1--6."},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/2702123.2702272"},{"key":"e_1_3_2_2_6_1","volume-title":"Patients' decisions about whether or not to take antihypertensive drugs: qualitative study. Bmj 325, 7369","author":"Benson John","year":"2002","unstructured":"John Benson and Nicky Britten. 2002. Patients' decisions about whether or not to take antihypertensive drugs: qualitative study. Bmj 325, 7369 (2002), 873."},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2133806.2133826"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.5555\/944919.944937"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2011.185"},{"key":"e_1_3_2_2_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11192-005-0255-6"},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1097\/01.NNR.0000313482.33917.7d"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1177\/0049124113500475"},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2016.09.018"},{"key":"e_1_3_2_2_14_1","doi-asserted-by":"publisher","DOI":"10.4135\/9781452230153"},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/642611.642713"},{"key":"e_1_3_2_2_16_1","volume-title":"Concept mapping, mind mapping and argument mapping: what are the differences and do they matter? Higher education 62, 3","author":"Davies Martin","year":"2011","unstructured":"Martin Davies. 2011. Concept mapping, mind mapping and argument mapping: what are the differences and do they matter? Higher education 62, 3 (2011), 279--301."},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1177\/1473871613513228"},{"key":"e_1_3_2_2_18_1","unstructured":"Michele Emmer. 2005. The visual mind II. (2005)."},{"key":"e_1_3_2_2_19_1","doi-asserted-by":"publisher","DOI":"10.3152\/095820211X12941371876580"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.12549"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/PACIFICVIS.2010.5429590"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-016-3702-x"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1378773.1378804"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556288.2557229"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/2598510.2598545"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1006\/jvlc.2002.0236"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/2145204.2145379"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/2645710.2645761"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1177\/1468794109356737"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1080\/01621459.1967.10482890"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/2858036.2858402"},{"key":"e_1_3_2_2_32_1","doi-asserted-by":"publisher","DOI":"10.1145\/2365952.2365966"},{"key":"e_1_3_2_2_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1518701.1519023"},{"key":"e_1_3_2_2_34_1","volume-title":"The mythos of model interpretability. arXiv preprint arXiv:1606.03490","author":"Lipton Zachary C","year":"2016","unstructured":"Zachary C Lipton. 2016. The mythos of model interpretability. arXiv preprint arXiv:1606.03490 (2016)."},{"key":"e_1_3_2_2_35_1","volume-title":"Interpretability in Machine Learning--Principles and Practice. In International Workshop on Fuzzy Logic and Applications. Springer, Cham, 15--21","author":"Lisboa Paulo JG","year":"2013","unstructured":"Paulo JG Lisboa. 2013. Interpretability in Machine Learning--Principles and Practice. In International Workshop on Fuzzy Logic and Applications. Springer, Cham, 15--21."},{"key":"e_1_3_2_2_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijhcs.2011.06.001"},{"key":"e_1_3_2_2_37_1","doi-asserted-by":"publisher","DOI":"10.5555\/1204041"},{"key":"e_1_3_2_2_38_1","doi-asserted-by":"publisher","DOI":"10.1137\/0105003"},{"key":"e_1_3_2_2_39_1","volume-title":"Clarify with concept maps. The science teacher 58, 7","author":"Novak Joseph","year":"1991","unstructured":"Joseph Novak. 1991. Clarify with concept maps. The science teacher 58, 7 (1991), 44."},{"key":"e_1_3_2_2_40_1","unstructured":"Joseph D Novak and Alberto J Ca\u00f1as. 2008. The theory underlying concept maps and how to construct and use them. (2008)."},{"key":"e_1_3_2_2_41_1","doi-asserted-by":"publisher","DOI":"10.3102\/00028312028001117"},{"key":"e_1_3_2_2_42_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-005-4609-5"},{"key":"e_1_3_2_2_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/2559206.2578867"},{"key":"e_1_3_2_2_44_1","doi-asserted-by":"publisher","DOI":"10.1145\/3025453.3025977"},{"key":"e_1_3_2_2_45_1","volume-title":"Qualitative evaluation and research methods","author":"Patton Michael Quinn","unstructured":"Michael Quinn Patton. 1990. Qualitative evaluation and research methods. SAGE Publications, inc."},{"key":"e_1_3_2_2_46_1","doi-asserted-by":"publisher","DOI":"10.1007\/11755593_21"},{"key":"e_1_3_2_2_47_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10676-010-9253-3"},{"key":"e_1_3_2_2_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/1529282.1529679"},{"key":"e_1_3_2_2_49_1","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939778"},{"key":"e_1_3_2_2_50_1","volume-title":"Doing qualitative research: A practical handbook","author":"Silverman David","unstructured":"David Silverman. 2013. Doing qualitative research: A practical handbook. SAGE Publications Limited."},{"key":"e_1_3_2_2_51_1","unstructured":"Robert R Sokal. 1958. A statistical method for evaluating systematic relationship. University of Kansas science bulletin 28 (1958) 1409--1438."},{"key":"e_1_3_2_2_52_1","doi-asserted-by":"publisher","DOI":"10.1145\/2897824.2925903"},{"key":"e_1_3_2_2_53_1","volume-title":"Qualitative analysis for social scientists","author":"Strauss Anselm L","unstructured":"Anselm L Strauss. 1987. Qualitative analysis for social scientists. Cambridge University Press."},{"key":"e_1_3_2_2_54_1","volume-title":"1st.","author":"Tan Pang-Ning","year":"2005","unstructured":"Pang-Ning Tan, Michael Steinbach, and Vipin Kumar. 2005. Introduction to data mining. 1st. (2005)."},{"key":"e_1_3_2_2_55_1","volume-title":"Vin De Silva, and John C Langford","author":"Tenenbaum Joshua B","year":"2000","unstructured":"Joshua B Tenenbaum, Vin De Silva, and John C Langford. 2000. A global geometric framework for nonlinear dimensionality reduction. science 290, 5500 (2000), 2319--2323."},{"key":"e_1_3_2_2_56_1","volume-title":"An introduction to concept mapping for planning and evaluation. Evaluation and program planning 12, 1","author":"Trochim William MK","year":"1989","unstructured":"William MK Trochim. 1989. An introduction to concept mapping for planning and evaluation. Evaluation and program planning 12, 1 (1989), 1--16."},{"key":"e_1_3_2_2_57_1","volume-title":"Hindsight is 20\/20: Reflections on the evolution of concept mapping. Evaluation and program planning 60","author":"Trochim William M","year":"2017","unstructured":"William M Trochim. 2017. Hindsight is 20\/20: Reflections on the evolution of concept mapping. Evaluation and program planning 60 (2017), 176--185."},{"key":"e_1_3_2_2_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.chb.2008.12.021"},{"key":"e_1_3_2_2_59_1","doi-asserted-by":"publisher","DOI":"10.5555\/2285540"},{"key":"e_1_3_2_2_60_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1441-3582(02)70157-2"},{"key":"e_1_3_2_2_61_1","volume-title":"Qualitative research interviewing: Biographic narrative and semi-structured methods","author":"Wengraf Tom","unstructured":"Tom Wengraf. 2001. Qualitative research interviewing: Biographic narrative and semi-structured methods. Sage."},{"key":"e_1_3_2_2_62_1","doi-asserted-by":"publisher","DOI":"10.5555\/857186.857579"},{"key":"e_1_3_2_2_63_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8535.2005.00546.x"}],"event":{"name":"CHI '18: CHI Conference on Human Factors in Computing Systems","location":"Montreal QC Canada","acronym":"CHI '18","sponsor":["SIGCHI ACM Special Interest Group on Computer-Human Interaction"]},"container-title":["Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3173574.3173978","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3173574.3173978","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:08:36Z","timestamp":1750208916000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3173574.3173978"}},"subtitle":["Exploring Data Driven Explanations"],"short-title":[],"issued":{"date-parts":[[2018,4,21]]},"references-count":63,"alternative-id":["10.1145\/3173574.3173978","10.1145\/3173574"],"URL":"https:\/\/doi.org\/10.1145\/3173574.3173978","relation":{},"subject":[],"published":{"date-parts":[[2018,4,21]]},"assertion":[{"value":"2018-04-21","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}