|Date: Tue, 15 Nov 88 15:44:08 EST |From: stan |Message-Id: <8811152044.AA23067@csih.UofO.EDU> |To: aha@ICS.UCI.EDU | |1. Title: Final settlements in labor negotitions in Canadian industry | |2. Source Information | -- Creators: Collective Barganing Review, montly publication, | Labour Canada, Industrial Relations Information Service, | Ottawa, Ontario, K1A 0J2, Canada, (819) 997-3117 | The data includes all collective agreements reached | in the business and personal services sector for locals | with at least 500 members (teachers, nurses, university | staff, police, etc) in Canada in 87 and first quarter of 88. | -- Donor: Stan Matwin, Computer Science Dept, University of Ottawa, | 34 Somerset East, K1N 9B4, (stan@uotcsi2.bitnet) | -- Date: November 1988 | |3. Past Usage: | -- testing concept learning software, in particular | an experimental method to learn two-tiered concept descriptions. | The data was used to learn the description of an acceptable | and unacceptable contract. | The unacceptable contracts were either obtained by interviewing | experts, or by inventing near misses. | Examples of use are described in: | Bergadano, F., Matwin, S., Michalski, R., | Zhang, J., Measuring Quality of Concept Descriptions, | Procs. of the 3rd European Working Sessions on Learning, | Glasgow, October 1988. | Bergadano, F., Matwin, S., Michalski, R., Zhang, J., | Representing and Acquiring Imprecise and Context-dependent | Concepts in Knowledge-based Systems, Procs. of ISMIS'88, | North Holland, 1988. |4. Relevant Information: | -- data was used to test 2tier approach with learning |from positive and negative examples | |5. Number of Instances: 57 | |6. Number of Attributes: 16 | |7. Attribute Information: | 1. dur: duration of agreement | [1..7] | 2 wage1.wage : wage increase in first year of contract | [2.0 .. 7.0] | 3 wage2.wage : wage increase in second year of contract | [2.0 .. 7.0] | 4 wage3.wage : wage increase in third year of contract | [2.0 .. 7.0] | 5 cola : cost of living allowance | [none, tcf, tc] | 6 hours.hrs : number of working hours during week | [35 .. 40] | 7 pension : employer contributions to pension plan | [none, ret_allw, empl_contr] | 8 stby_pay : standby pay | [2 .. 25] | 9 shift_diff : shift differencial : supplement for work on II and III shift | [1 .. 25] | 10 educ_allw.boolean : education allowance | [yes no] | 11 holidays : number of statutory holidays | [9 .. 15] | 12 vacation : number of paid vacation days | [ba, avg, gnr] | 13 lngtrm_disabil.boolean : | employer's help during employee longterm disabil | ity [yes , no] | 14 dntl_ins : employers contribution towards the dental plan | [none, half, full] | 15 bereavement.boolean : employer's financial contribution towards the | covering the costs of bereavement | [yes , no] | 16 empl_hplan : employer's contribution towards the health plan | [none, half, full] | |8. Missing Attribute Values: None | |9. Class Distribution: | |10. Exceptions from format instructions: no commas between attribute values. | |--------------------------------------------------------------------------- | Classes | ------- good, bad. | Attributes | ---------- duration: continuous wage increase first year: continuous wage increase second year: continuous wage increase third year: continuous cost of living adjustment: none, tcf, tc working hours: continuous pension: none, ret_allw, empl_contr standby pay: continuous shift differential: continuous education allowance: yes, no statutory holidays: continuous vacation: below average, average, generous longterm disability assistance: yes, no contribution to dental plan: none, half, full bereavement assistance: yes, no contribution to health plan: none, half, full